[
  {
    "id": "857097e13571",
    "title": "Launch HN: OneCLI (YC S26) - OSS sandboxed agent harness for teams",
    "url": "https://github.com/onecli/onecli",
    "source": "hn",
    "category": "agents",
    "importance": 3,
    "summary": "Launch HN: OneCLI (YC S26) - OSS sandboxed agent harness for teams",
    "github": "https://github.com/onecli/onecli",
    "ts": "2026-08-19T16:29:02Z"
  },
  {
    "id": "8c2d3f2c37f2",
    "title": "Mathematics in the Age of AI",
    "url": "https://arxiv.org/abs/2608.16753",
    "source": "hn",
    "category": "apps",
    "importance": 1,
    "summary": "Mathematics in the Age of AI",
    "github": null,
    "ts": "2026-08-19T15:14:25Z"
  },
  {
    "id": "5756af37c0a6",
    "title": "AI Has Plunged the Book Publishing Industry into Utter Chaos",
    "url": "https://www.wsj.com/arts-culture/books/generative-ai-book-publishing-be79a287",
    "source": "hn",
    "category": "apps",
    "importance": 1,
    "summary": "AI Has Plunged the Book Publishing Industry into Utter Chaos",
    "github": null,
    "ts": "2026-08-19T13:28:44Z"
  },
  {
    "id": "233b8b56dc91",
    "title": "ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm: Hackathon team repository for ZeroToAlgorithm - [hackindia-team:ai-first-sta",
    "url": "https://github.com/HackIndiaXYZ/ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm",
    "source": "github-trending",
    "category": "apps",
    "importance": 5,
    "summary": "ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm: Hackathon team repository for ZeroToAlgorithm - [hackindia-team:ai-first-sta",
    "github": "https://github.com/HackIndiaXYZ/ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm",
    "ts": "2026-08-19T12:37:00Z"
  },
  {
    "id": "arch-infra-2026-08-19",
    "title": "Claude Code 2.1.235 review: permission dialogs now match what a grant covers",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.235 makes permission dialog text and 'don't ask again' scopes match the actual grant, fixes a Shift+Tab permission prompt bug, prompt-cache invalidation on language server reconnects, and adds an optional.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-19T12:00:00Z"
  },
  {
    "id": "8e98bdc6acdb",
    "title": "LeonardSEO: GitHub profile of Leonard van Hemert - AI, Power Platform, automation, developer tools, and open-sou",
    "url": "https://github.com/LeonardSEO/LeonardSEO",
    "source": "github-trending",
    "category": "tools",
    "importance": 5,
    "summary": "LeonardSEO: GitHub profile of Leonard van Hemert - AI, Power Platform, automation, developer tools, and open-sou",
    "github": "https://github.com/LeonardSEO/LeonardSEO",
    "ts": "2026-08-19T09:11:15Z"
  },
  {
    "id": "e934459596a7",
    "title": "llm-bench: Automated LLM provider benchmarking - latency, cost, hallucination rate, and quality scoring across",
    "url": "https://github.com/Ibnu76/llm-bench",
    "source": "github-trending",
    "category": "models",
    "importance": 5,
    "summary": "llm-bench: Automated LLM provider benchmarking - latency, cost, hallucination rate, and quality scoring across",
    "github": "https://github.com/Ibnu76/llm-bench",
    "ts": "2026-08-19T08:19:12Z"
  },
  {
    "id": "c19217acf348",
    "title": "Does AI stop children from learning?",
    "url": "https://www.economist.com/graphic-detail/2026/08/18/does-ai-stop-children-from-learning",
    "source": "hn",
    "category": "apps",
    "importance": 2,
    "summary": "Does AI stop children from learning?",
    "github": null,
    "ts": "2026-08-19T06:13:31Z"
  },
  {
    "id": "56a20487b5be",
    "title": "ReaderApp: 📖 安卓本地阅读 + AI 听书 App:txt/epub/docx/md/pdf 护眼阅读,小米 MiMo TTS 多音色听书,AI 读书笔记(不剧透)| Kotlin + Jetpack Comp",
    "url": "https://github.com/ame420/ReaderApp",
    "source": "github-trending",
    "category": "audio",
    "importance": 5,
    "summary": "ReaderApp: 📖 安卓本地阅读 + AI 听书 App:txt/epub/docx/md/pdf 护眼阅读,小米 MiMo TTS 多音色听书,AI 读书笔记(不剧透)| Kotlin + Jetpack Comp",
    "github": "https://github.com/ame420/ReaderApp",
    "ts": "2026-08-19T06:11:31Z"
  },
  {
    "id": "aa2c3bc6e327",
    "title": "Eli_Felse_News: News module for Eli Felse and harness for AI to read trending news articles",
    "url": "https://github.com/ella0333/Eli_Felse_News",
    "source": "github-trending",
    "category": "apps",
    "importance": 7,
    "summary": "Eli_Felse_News: News module for Eli Felse and harness for AI to read trending news articles",
    "github": "https://github.com/ella0333/Eli_Felse_News",
    "ts": "2026-08-19T02:27:21Z"
  },
  {
    "id": "02a6b44ec478",
    "title": "GestureShot-Pro: Gesture-controlled screenshot tool with AI-powered hand tracking",
    "url": "https://github.com/miraasif-official/GestureShot-Pro",
    "source": "github-trending",
    "category": "tools",
    "importance": 5,
    "summary": "GestureShot-Pro: Gesture-controlled screenshot tool with AI-powered hand tracking",
    "github": "https://github.com/miraasif-official/GestureShot-Pro",
    "ts": "2026-08-19T02:18:25Z"
  },
  {
    "id": "bebf8d58dd8e",
    "title": "AI usage patterns in software teams",
    "url": "https://linear.app/data",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "AI usage patterns in software teams",
    "github": null,
    "ts": "2026-08-18T22:08:07Z"
  },
  {
    "id": "f7588ba53dd6",
    "title": "Norway should buy OpenAI",
    "url": "https://www.onethousandmeans.com/p/norway-should-buy-openai",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "Norway should buy OpenAI",
    "github": null,
    "ts": "2026-08-18T19:30:29Z"
  },
  {
    "id": "a044c033df96",
    "title": "Claude Code May-August 2026 weekly limits promotion",
    "url": "https://support.claude.com/en/articles/15910845-claude-code-may-august-2026-weekly-limits-promotion",
    "source": "hn",
    "category": "claude-code",
    "importance": 10,
    "summary": "Claude Code May-August 2026 weekly limits promotion",
    "github": null,
    "ts": "2026-08-18T17:02:15Z"
  },
  {
    "id": "7bdcb3bbed05",
    "title": "Claude writing a macOS driver for my obscure HP printer built only for Windows",
    "url": "https://twitter.com/kuberwastaken/status/2089377982536388964",
    "source": "hn",
    "category": "claude-code",
    "importance": 10,
    "summary": "Claude writing a macOS driver for my obscure HP printer built only for Windows",
    "github": null,
    "ts": "2026-08-18T12:22:58Z"
  },
  {
    "id": "arch-openclaw-2026-08-18",
    "title": "OpenClaw v2026.8.1-beta.2: secret egress host binding",
    "url": "https://github.com/openclaw/openclaw/releases",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 5,
    "summary": "OpenClaw v2026.8.1-beta.2 binds shared-store secrets to exact HTTPS destination hosts to prevent credential exfiltration, adds GPT-5.6 Ultra runtime switching, macOS profile isolation, and plugin install provenance.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-08-18T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-18",
    "title": "Claude Code 2.1.234 review: usage-limit auto-continue and MCP secret leak fix",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.234 adds auto-continue when the usage limit resets, fixes an MCP secret leak and a permission preview security issue. The review tallies 3 warnings and 17 informational changes; no critical findings.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-18T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-15",
    "title": "Claude Code 2.1.233 review: Write() deny rules confirmed as no-ops",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "Review confirms Write() permission deny rules are no-ops; matching Edit() rules are required to actually block file modification. 2.1.233 fixes MCP v2 reconnection loops, adds memory cgroup support, and configurable.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-15T12:00:00Z"
  },
  {
    "id": "8d0e4d0af595",
    "title": "Activation Energy is a good model for a lot of things",
    "url": "https://homosabiens.substack.com/p/activation-energy-is-a-good-model",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "Activation Energy is a good model for a lot of things",
    "github": null,
    "ts": "2026-08-14T15:40:16Z"
  },
  {
    "id": "arch-infra-2026-08-14",
    "title": "Claude Code 2.1.232 review: subagent forking on by default",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.231-2.1.232 enable subagent forking by default (forks inherit conversation and cache), run /code-review at high effort as a background agent, and background non-teammate agent spawns in interactive sessions by.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-14T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-13",
    "title": "Claude Code 2.1.229 review: /model broken with custom base URLs",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.229 adds SSE keepalive pings, workflow prefix staggering, dangerous-flag protection for /commit-push-pr and 32MB conversation limit handling, but /model breaks when a custom ANTHROPIC_BASE_URL is configured.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-13T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-12",
    "title": "Claude Code 2.1.228 review: memory folder deletion and zombie session fixes",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.228 fixes session cleanup deleting contents inside a project's memory folder, sessions that stop redrawing while the process runs, and cross-session messaging starting without an inbox after upgrade.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-12T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-08-11",
    "title": "OpenClaw launches extended-stable LTS channel and public maturity scorecard",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.6.34",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw introduces a monthly extended-stable channel (v2026.6.34) backporting only security and reliability fixes, plus a public maturity taxonomy of feature readiness, targeting enterprise adoption concerns about.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-08-11T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-11",
    "title": "Claude Code 2.1.226 review: 6-version jump resolves more than it introduces",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Upgrade review from 2.1.220 to 2.1.226: base-URL idle timeout and background PreToolUse bypass bugs are resolved, headless OAuth 401s fixed in 2.1.225, subagent spawn depth 3 is default, and several security fixes.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-11T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-08",
    "title": "Claude Code 2.1.226 review: OAuth transient 401s and upgrade-gating settings",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.224-2.1.226 flags transient OAuth 401s in headless sessions (fixed in 2.1.225), notes 2.1.226 is an opaque release, and warns crossSessionInbound defaults can block cross-session messaging after upgrades.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-08T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-07",
    "title": "Claude Code 2.1.224 review: cross-session SendMessage and uncapped subagents",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.224 adds cross-session SendMessage with crossSessionInbound and dialogExpiry settings, removes the 200-subagent per-session cap, and aliases /review to /code-review.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-07T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-06",
    "title": "Claude Code 2.1.223 review: security and reliability fixes batch",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.223 ships Bash permission bypass security fixes, reliability fixes for forked background agents and resume diagnostics, /code-review effort memory, and warnings when subagent models are restricted.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-06T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-05",
    "title": "Claude Code 2.1.222 review: stream idle timeout fixed for custom base URLs",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.222 fixes stream idle timeouts on ANTHROPIC_BASE_URL gateways and SendMessage rejecting long summaries; 2.1.221 fixed an MCP connector refresh race.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-05T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-08-04",
    "title": "OpenClaw beta.7: cross-conversation memory recall on by default",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.7.2-beta.7",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.7.2-beta.7 enables fast active-memory recall across separate conversations by default, renames cron to Automations, adds a /loop command, durable message ingress recovery, Claude Opus 5 support and a.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-08-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-08-04",
    "title": "Claude Code 2.1.221 review: background sessions now auto commit and push",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.221 (38 changes) makes background sessions commit and push to preserve work, gives /fork its own worktree, adds sandbox credential masking on Linux/WSL, fixes an MCP connector refresh race, and activates plugins.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-08-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-30",
    "title": "Claude Code 2.1.220 review: Write() permission deny rules found to be inert",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.220 finds Write(path) permission deny rules are not matched by file permission checks; only Edit(path) rules cover file-editing tools. Teams using Write() deny rules for sensitive files have no protection.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-30T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-07-28",
    "title": "OpenClaw v2026.7.2 betas: remote coding sessions on cloud workers",
    "url": "https://github.com/openclaw/openclaw/releases",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.7.2 betas add remote coding sessions on cloud workers, Android voice wake, a plugin install trust gate requiring --force for untrusted sources, autonomous Skill Workshop session scanning, and SQLite.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-07-28T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-25",
    "title": "Claude Code 2.1.219 review: subagent nesting depth default changed to 3",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.219 changes default subagent nesting depth from 1 to 3 (the third change in three releases), makes Opus 5 the default Opus model, improves MCP error reporting, and removes Opus 4.7 from fast mode.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-25T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-07-21",
    "title": "OpenClaw v2026.7.1 stable: Control UI overhaul and gateway crash recovery",
    "url": "https://github.com/openclaw/openclaw/releases",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.7.1 (2,018 PRs, 532 contributors) ships a Control UI overhaul with task management and cost visibility, gateway crash-loop recovery, broad security hardening, and support for GPT-5.6 and other new models.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-07-21T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-10",
    "title": "Claude Code 2.1.206 review: background agents auto-upgrade after CC updates",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.206 lets background agents auto-upgrade right after a Claude Code update, auto-allows git push to the configured remote in /commit-push-pr, asks confirmation for outside worktrees, and fixes OAuth MCP re-auth loops.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-10T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-09",
    "title": "Claude Code 2.1.205 review: fabricated-approval prevention and full /doctor",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.205 adds an auto-mode rule blocking session transcript tampering, turns /doctor into a full diagnostic, fixes structured output on invalid schemas, a Windows worktree deletion bug via NTFS junctions, and.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-09T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-08",
    "title": "Claude Code 2.1.204 review: two dark releases with no changelog",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.203 and 2.1.204 shipped without changelog entries, likely hotfixes. The review warns dark releases make pre-deployment risk assessment impossible for teams running unattended agents on pinned versions.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-08T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-07-07",
    "title": "OpenClaw v2026.6.11 skip advised: tool output regression and memory races",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.6.11",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.6.10 adds automatic fast mode for short conversations, per-DM model overrides and a Slack relay, but v2026.6.11 carries a tool output regression, memory search races and a missing reentrancy guard.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-07-07T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-07",
    "title": "Claude Code 2.1.202 review: /review becomes single-pass, workflow telemetry added",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.202 changes /review <pr> to a single-pass engine, adds a dynamic workflow size setting and OpenTelemetry workflow attributes, and fixes Remote Control command handling, mTLS rotation failures, and duplicate skills.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-07T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-07-04-2",
    "title": "NotebookLM workflow: the index trick plus six free companion tools",
    "url": "https://www.reddit.com/r/notebooklm/comments/1ulext1/notebooklm_6_free_tools_one_job_each_saves_your/",
    "source": "reddit-notebooklm",
    "category": "apps",
    "importance": 4,
    "summary": "Instead of asking NotebookLM to summarize, build an index of topics across sources, paste it into custom instructions, then work topic by topic asking it to explain.",
    "github": null,
    "ts": "2026-07-04T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-07-04-1",
    "title": "ARGUS: semi-autonomous AI pentesting rig in a pelican case",
    "url": "https://www.reddit.com/r/Pentesting/comments/1ulm3vl/this_is_argus_my_semiautonomous_multicomputer/",
    "source": "reddit-Pentesting",
    "category": "apps",
    "importance": 5,
    "summary": "A hobbyist combined a Jetson Orin Nano, a Pi 5 with an AI accelerator running Kali, SDR radios and a local Qwen model into a portable pentest platform.",
    "github": null,
    "ts": "2026-07-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-04",
    "title": "Claude Code 2.1.201 review: manual permission mode and AskUserQuestion changes",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.200-2.1.201 rename the default permission mode to manual, stop AskUserQuestion auto-continuing by default, fix tmux 3.4+ flicker, background session crash resilience, and subagent rate-limit handling.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-03",
    "title": "Claude Code 2.1.199 review: retry hardening for unattended sessions",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.199 raises default retry counts for transient errors, auto-retries transient 429s for subscribers, fixes a Linux daemon self-kill loop after unclean shutdowns, SendMessage misrouting, and hook stderr visibility.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-03T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-02",
    "title": "Claude Code 2.1.198 review: Sonnet 5 becomes default model",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.197 makes Sonnet 5 the default model. 2.1.198 adds background agent auto-PR in worktrees, agent notification hooks, thinking-config inheritance for subagents, and gateway failover improvements.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-02T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-07-01",
    "title": "Claude Code 2.1.197 review: hook matcher fix and new 2.1.193 behaviors",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.192-2.1.197 highlights a hook matcher regression fix in 2.1.195 and new behaviors in 2.1.193. Two warnings: background shell reaping and version guards acting as floors without ceilings.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-07-01T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-25",
    "title": "Claude Code 2.1.191 review: MCP and performance fixes, autoupdater bypass repeats",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.188-2.1.191 bring MCP reliability and performance improvements. The review again documents the binary updating itself despite both update-suppression env vars, urging external enforcement for regulated deployments.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-25T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-24",
    "title": "Claude Code 2.1.187 review: sandbox credential protection setting added",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.187 adds sandbox.credentials to block sandboxed commands from reading secrets, org-configured model restrictions across pickers and env vars, a 5-minute idle abort for hung remote MCP calls, and worktree cleanup.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-24T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-06-23",
    "title": "OpenClaw v2026.6.9 ships with 39 known regressions, skip advised",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.6.9",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.6.8 (192 merged PRs) is the recommended stable while v2026.6.9 (422 PRs) ships with 39 known regressions and a community skip recommendation.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-06-23T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-23",
    "title": "Claude Code 2.1.186 review: Agent deny rules now enforced for named subagents",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.186 fixes Agent(type) deny rules not being enforced for named subagent spawns, surfaces background subagent permission prompts in the main session, adds claude mcp login/logout, and fixes post-wake streaming errors.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-23T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-19",
    "title": "Claude Code 2.1.183 review: auto mode blocks destructive git commands",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.183 blocks destructive git commands in auto mode unless requested (reset --hard, checkout -- ., clean -fd, stash drop), adds deprecated-model warnings, and stops scheduled triggers being treated as keyboard input.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-19T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-18",
    "title": "Claude Code 2.1.181 review: update-suppression env vars bypassed in the wild",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review documents Claude Code auto-updating from 2.1.178 to 2.1.181 despite DISABLE_UPDATES and DISABLE_AUTOUPDATER being set, and a changelog gap for 2.1.179-2.1.181.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-18T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-17",
    "title": "Claude Code 2.1.179 review: stuck 'running tool' spinner on connection drops",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.179 fixes mid-stream connection drops leaving sessions stuck at 'running tool' (a 2.1.172 regression) and improves plugin loading in remote sessions. WSL2 mouse-wheel scrolling remains broken since 2.1.172.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-17T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-06-16",
    "title": "OpenClaw v2026.6.6: major security hardening release",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.6.6",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.6.5-6.6 tighten transcript boundaries, harden sandbox binds, make exec approvals fail closed on timeout, isolate unauthorized messages from cache and context, and close deleted-agent ACP bypasses.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-06-16T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-16",
    "title": "Claude Code 2.1.178 review: OOM crash from stale file-descriptor env vars fixed",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.178 fixes an OOM crash caused by stale FD env vars inherited from parent processes, an ANTHROPIC_BASE_URL auth issue, and credential refresh persistence. New Tool(param:value) permission syntax lands.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-16T12:00:00Z"
  },
  {
    "title": "Spent 12 years as a PM watching the wrong things get built. turned...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/TexasBedouin/vibe-check",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u4xbxi/spent_12_years_as_a_pm_watching_the_wrong_things/",
    "ts": "2026-06-15T12:00:00Z",
    "summary": "A PM with 12 years of 0-to-1 product experience built `vibe-check`, a free MIT-licensed Claude skill that forces proper product discovery *before* any code is written. It runs you through problem validation (with Redd...",
    "id": "seed-2026-06-15-65",
    "importance": 6
  },
  {
    "title": "PORTUS - Mission control for multiple AI agent CLI sessions",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/adospace/portus",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u3vxci/portus_mission_control_for_multiple_ai_agent_cli/",
    "ts": "2026-06-14T12:00:00Z",
    "summary": "Terminal dashboard that runs multiple AI agent CLI sessions (Claude Code, Codex, npm) in a single 3-pane window. Solves window-switching chaos. Shows context window %, session timing, git branch per pane, global persi...",
    "id": "seed-2026-06-14-64",
    "importance": 7
  },
  {
    "title": "I gave Claude Code a \"lazy senior dev\" mode and it writes like 6x less...",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/DietrichGebert/ponytail",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1u3jlo0/i_gave_claude_code_a_lazy_senior_dev_mode_and_it/",
    "ts": "2026-06-14T12:00:00Z",
    "summary": "Ponytail is a CC plugin (AGENTS.md + slash commands) enforcing a \"lazy senior dev\" decision ladder before any code: does it need to exist? stdlib? platform native? one-liner? Only then write minimum code. Benchmarked:...",
    "id": "seed-2026-06-14-63",
    "importance": 7
  },
  {
    "id": "arch-infra-2026-06-14",
    "title": "Claude Code 2.1.177 review: subagent nesting to depth 5 changes spawn behavior",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Cumulative 2.1.168-2.1.177 review: subagent nesting to 5 levels can bypass naive spawn guards, WebFetch wildcard deny rules like *.onion were silently broken and are now fixed, 1M sessions auto-compact when stuck.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-14T12:00:00Z"
  },
  {
    "title": "The reason your 5-hour window evaporates in minutes: Claude rewrites...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/anthropics/claude-code/issues/68140",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u4gct9/the_reason_your_5hour_window_evaporates_in/",
    "ts": "2026-06-13T12:00:00Z",
    "summary": "TodoWrite injects a `todo_reminder` block near the FRONT of the conversation. Every checkbox update re-stamps that block, busting the prompt cache after the system prompt - forcing a full context rewrite (800k-900k to...",
    "id": "seed-2026-06-13-62",
    "importance": 5
  },
  {
    "id": "arch-infra-2026-06-13",
    "title": "Claude Code 2.1.177 review: five warnings across 2.1.174-2.1.177",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.174-2.1.177: mostly bug fixes, with Remote Control flagged as a silent model-switching vector. The reviewer argues against multi-step upgrade plans since the changes are overwhelmingly fixes, not.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-13T12:00:00Z"
  },
  {
    "title": "If you are building your Brand... these Claude skills might save you...",
    "category": "claude-code",
    "source": "reddit-ClaudeDesign",
    "github": "https://github.com/arnabbagxd/Brand-building-skills",
    "url": "https://www.reddit.com/r/ClaudeDesign/comments/1u3oeew/if_you_are_building_your_brand_these_claude/",
    "ts": "2026-06-12T12:00:00Z",
    "summary": "Design agency founder turned their repeated Claude prompts into 30 reusable skill markdown files covering the full brand-building process: strategy, naming, identity, voice, messaging, positioning, competitive mapping...",
    "id": "seed-2026-06-12-61",
    "importance": 6
  },
  {
    "id": "arch-infra-2026-06-12",
    "title": "Claude Code 2.1.173 review: Fable 5 model names normalized",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.173 strips the [1m] suffix from Fable 5 model names (1M context is default), fixes a spurious sandbox dependency warning on Windows, and leaves two dark releases (2.1.174-175) without published changelogs.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-12T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-11-2",
    "title": "Miasma npm supply chain attack plants backdoors via Claude Code hooks",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1u2wj7g/an_active_attack_is_planting_backdoors_inside/",
    "source": "reddit-PromptEngineering",
    "category": "claude-code",
    "importance": 6,
    "summary": "A poisoned-package campaign hit 32 npm packages (117k weekly downloads) plus 57 more. Malware persists through Claude Code SessionStart hooks and VS Code tasks, exfiltrates cloud and git credentials, and survives.",
    "github": null,
    "ts": "2026-06-11T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-11-1",
    "title": "headroom: compression layer claims 60-95% token reduction",
    "url": "https://www.reddit.com/r/claudeskills/comments/1u2fmb2/dude_blew_up_on_github_for_cutting_token_usage/",
    "source": "reddit-claudeskills",
    "category": "open-source",
    "importance": 5,
    "summary": "headroom sits between agent and LLM, compressing tool outputs, logs, RAG chunks, files and history before they hit the model, claiming the same answers on far fewer tokens. Stars went vertical as model costs rose.",
    "github": null,
    "ts": "2026-06-11T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-11",
    "title": "Claude Code 2.1.172 review: 1M-context sessions can get stuck without auto-recovery",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.172 addresses long-conversation performance and plugin lock files, while the review warns of 1M-context sessions getting stuck on older builds, ineffective WebFetch wildcard deny rules, and deeper subagent.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-11T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-10",
    "title": "Claude Code 2.1.170 review: incremental fixes, three carried warnings",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.169-2.1.170 ship incremental fixes with no critical findings. The review carries three warnings for unattended deployments, including missing fallback-model config and version pin staleness.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-10T12:00:00Z"
  },
  {
    "title": "How to Turn Claude Into a Full Team of Office Workers. One Repo Does...",
    "category": "claude-code",
    "source": "reddit-AIDigitalServices",
    "github": "https://github.com/anthropics/knowledge-work-plugins",
    "url": "https://www.reddit.com/r/AIDigitalServices/comments/1u1byfn/how_to_turn_claude_into_a_full_team_of_office/",
    "ts": "2026-06-09T12:00:00Z",
    "summary": "Claims Anthropic open-sourced `anthropics/knowledge-work-plugins` for Claude Cowork - role-based plugins (sales, marketing, finance, legal, data) with skills/commands/connectors. Commenter flagged: the org is \"anthrop...",
    "id": "seed-2026-06-09-60",
    "importance": 7
  },
  {
    "title": "Loop Engineering: The Missing Layer Between Prompts and Autonomous...",
    "category": "agents",
    "source": "reddit-clawdbot",
    "github": "https://github.com/AyobamiH/openclaw-operator",
    "url": "https://www.reddit.com/r/clawdbot/comments/1u0zpbn/loop_engineering_the_missing_layer_between/",
    "ts": "2026-06-09T12:00:00Z",
    "summary": "Prompt Engineering = \"what do I tell the agent?\" Loop Engineering = \"what should happen next, discovered by the system itself.\" The bottleneck in most agent projects isn't the model - it's that the system has no mecha...",
    "id": "seed-2026-06-09-59",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-06-09-4",
    "title": "Agent loops learn from your worst code: brownfield context poisoning",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u1fpdj/agent_loops_are_great_until_they_learn_from_your/",
    "source": "reddit-ClaudeAI",
    "category": "agents",
    "importance": 5,
    "summary": "On brownfield codebases the code itself outweighs system prompts: an agent saw a deprecated pattern in 40+ files versus the correct one in 6, followed the majority and shipped working features that perpetuate old.",
    "github": null,
    "ts": "2026-06-09T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-09-1",
    "title": "Google's own AI search guide contradicts GEO agency advice",
    "url": "https://www.reddit.com/r/LLMTraffic/comments/1u1266k/",
    "source": "reddit-LLMTraffic",
    "category": "research",
    "importance": 5,
    "summary": "Google's AI Overviews guidance debunks llms.txt tricks, schema obsession and chunking hacks. The real lever is non-commodity content: original data, lived experience and observations an AI could not generate itself.",
    "github": null,
    "ts": "2026-06-09T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-06-09",
    "title": "OpenClaw v2026.6.1: Skill Workshop, Workboard, SQLite state migration",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.6.1",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.6.1 is its biggest release since May: Skill Workshop (proposal-review-apply skill creation), Workboard kanban orchestration with 30+ agent tools, SQLite state migration, 5.1x cold turn speedup and 15%.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-06-09T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-09",
    "title": "Claude Code 2.1.168 recap: seven versions reviewed, fallback model recommended",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Recap of 2.1.162-2.1.168 recommends configuring a fallbackModel for API resilience and warns against 7-version jumps without intermediate testing. No critical findings; two warnings carried forward.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-09T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-08-1",
    "title": "Cautionary tale: AI agent deletes production database data",
    "url": "https://www.reddit.com/r/vibecoding/comments/1tziaih/vibe_coding_at_its_peak/",
    "source": "reddit-vibecoding",
    "category": "agents",
    "importance": 5,
    "summary": "A screenshot shows an AI deleting production data without confirmation. Community consensus calls it user error: the AI had the key and no guardrails.",
    "github": null,
    "ts": "2026-06-08T12:00:00Z"
  },
  {
    "title": "Made a skill to let Claude validate changes in a real browser...",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/wizenheimer/canary",
    "url": "https://www.reddit.com/r/claudeskills/comments/1tzkdw8/made_a_skill_to_let_claude_validate_changes_in_a/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "A Claude Code skill called Canary that closes the loop on UI validation. Instead of manually checking if a fix worked, Claude reads the code diff, identifies affected UI flows, and runs them in a real browser - leavin...",
    "id": "seed-2026-06-07-58",
    "importance": 6
  },
  {
    "title": "Free Claude skill to audit Meta Ads accounts end-to-end",
    "category": "claude-code",
    "source": "reddit-ClaudeCowork",
    "github": "https://github.com/twominutereports/marketing-skills/blob/main/ppc/meta-ads-audit/skill.md",
    "url": "https://www.reddit.com/r/ClaudeCowork/comments/1tpy6t8/free_claude_skill_to_audit_meta_ads_accounts/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Free Claude Cowork skill (not CC) that audits Meta Ads end-to-end using live data via Two Minute Reports MCP. Read-only - pulls 9 data layers (campaigns, ad sets, creative, placements, device, geo, dayparting, funnel ...",
    "id": "seed-2026-06-07-57",
    "importance": 6
  },
  {
    "title": "Using Claude to scrape Reddit posts",
    "category": "claude-code",
    "source": "reddit-ClaudeCowork",
    "github": "https://github.com/browser-use/browser-harness",
    "url": "https://www.reddit.com/r/ClaudeCowork/comments/1ty5p00/using_claude_to_scrape_reddit_posts/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Claude is blocked from direct Reddit scraping (legal dispute + anti-bot). Community found 3 clean workarounds: (1) Reddit's public JSON API - free, no auth for public subs, returns 100 posts as structured JSON; (2) ol...",
    "id": "seed-2026-06-07-56",
    "importance": 5
  },
  {
    "title": "All Italian legislation, free, on GitHub in Markdown",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/ahmeabd/italia-corpushttps://github.com/ahmeabd/italia-corpus",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tynip7/all_italian_legislation_free_on_github_in_markdown/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Repo github.com/ahmeabd/italia-corpus contains all Italian legislation in clean Markdown. A git clone gives Claude Code (or any LLM) instant access to the full corpus. Most valuable feature: every legislative update i...",
    "id": "seed-2026-06-07-54",
    "importance": 6
  },
  {
    "title": "My open source local multi agent harness went from 0 to 350 stars...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/chaitanyagiri/munder-difflin",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tyazl4/my_open_source_local_multi_agent_harness_went/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Munder Difflin orchestrates existing Claude Code terminals as an \"office\" of agents (The Office theme). GOD agent \"Michael\" runs hourly standups, agents share a MemPalace memory layer. Survives the June 15 billing cha...",
    "id": "seed-2026-06-07-53",
    "importance": 5
  },
  {
    "id": "arch-infra-2026-06-07",
    "title": "Claude Code 2.1.168 review: changelog opacity for 3 of last 4 releases",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.168 ships without notable documented changes. The review criticizes changelog opacity across recent releases, making risk assessment impossible, and notes incremental version gaps compound behavioral changes for.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-07T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-06",
    "title": "Claude Code 2.1.167 review: security deny-rule gap flagged with no config workaround",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.166-2.1.167 flags a real gap in permission deny-rule coverage with no configuration workaround, and warns that pinning old versions accumulates security debt.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-05-1",
    "title": "A Claude 'operating system' built from persistent Markdown files",
    "url": "https://aiblewmymind.substack.com/p/claude-cowork-operating-system",
    "source": "reddit-unknown",
    "category": "agents",
    "importance": 5,
    "summary": "A personal AI OS structured around three hierarchy levels, each with rules, facts and history files. Strict separation of rules from facts keeps it reliable; plain-text routing triggers skill sequences automatically.",
    "github": null,
    "ts": "2026-06-05T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-05",
    "title": "Claude Code 2.1.165 review: auto mode gains data exfiltration detection",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.162-2.1.165: auto mode improves data exfiltration detection, WebFetch deny enforcement and a startup hang fix land, and 2.1.164 was skipped upstream. Classified as safe, incremental releases.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-05T12:00:00Z"
  },
  {
    "title": "Claude Box",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/jacobcapper/claudeboxhttps://github.com/oauramos/claude-usage-stick",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1twfpjy/claude_box/",
    "ts": "2026-06-04T12:00:00Z",
    "summary": "Built a physical device that shows Claude Code token/usage stats in real time on a GeekMagic Small TV Ultra - a tiny $8 esp8266 + ST7789 screen. Ported and rebuilt from an existing M5StickC Plus project by u/Mechanica...",
    "id": "seed-2026-06-04-51",
    "importance": 5
  },
  {
    "title": "Developing with Claude Code feels slow, frustrating...",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/mattpocock/skills",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tvz3mi/",
    "ts": "2026-06-04T12:00:00Z",
    "summary": "Data scientist new to AI-first company finds CC slow and mentally draining. Top community response: vanilla setup = bad results - you need CLAUDE.md, skills, hooks, and memory configured. Heavy users who get productiv...",
    "id": "seed-2026-06-04-49",
    "importance": 6
  },
  {
    "id": "arch-infra-2026-06-04",
    "title": "Claude Code 2.1.162 review: WebFetch deny rules now properly enforced",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.162 enforces WebFetch deny rules correctly, fixes cross-session SendMessage routing via TMPDIR, respects MCP timeout config, quiets startup output, and changes error message formats that scraping tools may depend on.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-03",
    "title": "Claude Code 2.1.161 review: tmux pane corruption and MCP secret logging fixed",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.161 fixes tmux pane capture corruption and MCP secrets leaking into daily logs; 2.1.160 removed the Opus 4.6 fast-mode override and renamed the workflow keyword to ultracode.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-03T12:00:00Z"
  },
  {
    "title": "Akshay - Surya OCR <1B params, 91 languages, 5 pages/s on RTX 5090",
    "category": "research",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/datalab-to/surya",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1tso8u1/akshay_1b_params_supports_91_languages_5_pagess/",
    "ts": "2026-06-02T12:00:00Z",
    "summary": "Surya is an open-source document intelligence model under 1B parameters that handles OCR, layout analysis, and table extraction in one toolkit. It scores 83.3% on the olmocr benchmark - best-in-class under 3B params -...",
    "id": "seed-2026-06-02-48",
    "importance": 7
  },
  {
    "id": "arch-reddit-2026-06-02-3",
    "title": "GetG: interactive product demo library for UX reverse-engineering",
    "url": "https://www.reddit.com/r/webdesign/comments/1tsx90q/built_a_tool_for_interactive_demos_first_caught/",
    "source": "reddit-webdesign",
    "category": "tools",
    "importance": 4,
    "summary": "A library of real product flows you can click through to study empty states, transitions and microcopy. Can extract design tokens and connect to Claude via MCP to recreate any screen. Currently free.",
    "github": null,
    "ts": "2026-06-02T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-06-02-2",
    "title": "A playable multiplayer MOBA built with Opus 4.8 in one day",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tucsfe/i_had_opus_48_build_temu_league_of_legends_in/",
    "source": "reddit-ClaudeAI",
    "category": "apps",
    "importance": 5,
    "summary": "Using a /goal prompt with full autonomy, Claude generated all assets as SVG and handled multiplayer rooms, bots and balancing. Total 2.72B tokens, 97% cheap cache reads, delivered under a $200 monthly subscription.",
    "github": null,
    "ts": "2026-06-02T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-02",
    "title": "Claude Code 2.1.160 review: internal-only release, 13-version jumps are the real risk",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.160 appears internal-only with no visible breaking changes. The review focuses on the risk of large version jumps for long-lived sessions and the fragility of adaptive-thinking env var overrides across releases.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-02T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-06-01",
    "title": "Claude Code 2.1.159 review: quiet releases while version gaps compound",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.158-2.1.159 introduce no breaking changes, but the review warns that pinned deployments now trail 13 releases, accumulating unpatched fixes. Floating 1M-context model aliases are flagged as an upgrade hazard.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-06-01T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-31-1",
    "title": "An honesty system prompt that stops Claude inventing sources",
    "url": "https://www.reddit.com/r/ThinkingDeeplyAI/comments/1trr4k8/claude_is_a_pathological_liar_here_is_the_simple/",
    "source": "reddit-ThinkingDeeplyAI",
    "category": "tools",
    "importance": 5,
    "summary": "Claude confidently invents sources, stats and quotes unless instructed otherwise. The fix treats honesty as an operating rule: separate verified facts from guesses, flag uncertain stats and label unverifiable claims.",
    "github": null,
    "ts": "2026-05-31T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-30-2",
    "title": "Playcode AI website builder: full code export, original visuals",
    "url": "https://playcode.io/ai-website-builder",
    "source": "reddit-unknown",
    "category": "apps",
    "importance": 4,
    "summary": "Describe a site in plain language and get a complete site with original logos and hero images in minutes. Full React, Vue or HTML code access with export to Vercel, Netlify or AWS. Pro tier at $21 per month.",
    "github": null,
    "ts": "2026-05-30T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-30-1",
    "title": "Folk: an AI chief of staff living in your messaging apps",
    "url": "https://www.reddit.com/r/AskVibecoders/comments/1trdms5/my_chief_of_staff_folk/",
    "source": "reddit-AskVibecoders",
    "category": "apps",
    "importance": 4,
    "summary": "Folk sends a 7am brief, captures anything you text it into a persistent memory graph, handles meeting scheduling and drafts replies for approval, never sending autonomously. $20 per month; capture friction drops to zero.",
    "github": null,
    "ts": "2026-05-30T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-30",
    "title": "Claude Code 2.1.157 review: regression minefield mapped across 11 versions",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Version-by-version risk map for 2.1.146 to 2.1.157 recommends skipping 2.1.147 (Bash regression), 2.1.148-152 (MCP reconnect loop, credential leak) and 2.1.153-156 (tmux regression), landing on 2.1.157 where all are.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-30T12:00:00Z"
  },
  {
    "title": "Turn any GitHub repository into an interactive code graph in seconds...",
    "category": "agents",
    "source": "reddit-Agentic_AI_For_Devs",
    "github": "https://github.com/CodeGraphContext/CodeGraphContext",
    "url": "https://www.reddit.com/r/Agentic_AI_For_Devs/comments/1tpenrv/",
    "ts": "2026-05-29T12:00:00Z",
    "summary": "CodeGraphContext (CGC) converts any GitHub repo into a graph database and exposes it as an MCP server. Unlike standard RAG (which dumps flat chunks), Graph RAG preserves code relationships - dependencies, architecture...",
    "id": "seed-2026-05-29-47",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-29-3",
    "title": "PSA: Opus 4.8 redefines the effort scale",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tr1xu7/psa_opus_48_redefines_the_effort_scale/",
    "source": "reddit-ClaudeAI",
    "category": "models",
    "importance": 5,
    "summary": "System card data suggests 4.8 low effort matches 4.7 max on problem solving, while 4.8 medium burns more tokens than 4.7 high. Max mode scores slightly below x-high on SWE-bench, hinting overthinking degrades results.",
    "github": null,
    "ts": "2026-05-29T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-29-2",
    "title": "Claude Opus 4.8 ships with a focus on honesty",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tq99jj/introducing_claude_opus_48/",
    "source": "reddit-ClaudeCode",
    "category": "models",
    "importance": 6,
    "summary": "Opus 4.8 arrives as a refined 4.7: fail-to-disclose rate drops from 19.7% to 3.7%, Dynamic Workflows bring parallel subagents to Claude Code as a research preview, and Fast mode offers 2.5x speed at a third of the cost.",
    "github": null,
    "ts": "2026-05-29T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-29",
    "title": "Claude Code 2.1.154 review: Opus 4.8 default plus Dynamic Workflows",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.154 is a major release: Opus 4.8 becomes the default model, Dynamic Workflows (parallel subagents) arrive as a research preview, MCP stdio servers gain new env vars, and a trailing-slash bypass in rm -rf.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-29T12:00:00Z"
  },
  {
    "title": "I gave my AI agents email instead of better reasoning. They started...",
    "category": "claude-code",
    "source": "reddit-simpleAIFinds",
    "github": "https://github.com/AIOSAI/AIPass",
    "url": "https://www.reddit.com/r/simpleAIFinds/comments/1tpnwdr/",
    "ts": "2026-05-28T12:00:00Z",
    "summary": "Author runs 13 Claude Code agents on one filesystem, each a domain specialist with identity loaded via hooks. After building a mail system (inbox file per agent, sender/recipient/subject/body), the first emergent beha...",
    "id": "seed-2026-05-28-46",
    "importance": 5
  },
  {
    "title": "QMind v2.0 - Quantum-Inspired AI Reasoning System...",
    "category": "audio",
    "source": "reddit-OpenSourceeAI",
    "github": "https://github.com/Neo-Unknown/QMind-Project-Folder.git",
    "url": "https://www.reddit.com/r/OpenSourceeAI/comments/1to7i6u/",
    "ts": "2026-05-28T12:00:00Z",
    "summary": "QMind applies quantum mechanics math (superposition, interference, wavefunction collapse) to AI reasoning on a standard CPU - no quantum hardware. Instead of one reasoning path, it explores many simultaneously; paths ...",
    "id": "seed-2026-05-28-45",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-28-4",
    "title": "lore: GitHub-style sharing for Claude Code sessions",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tpijl4/",
    "source": "reddit-ClaudeAI",
    "category": "tools",
    "importance": 5,
    "summary": "A team tool that visualizes and shares Claude Code conversation threads: decision maps, team presence, and RAG over all threads to ask how a feature was built. Aims at the 'did you even read your own PR' review problem.",
    "github": null,
    "ts": "2026-05-28T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-28-3",
    "title": "Five Claude debugging prompts that actually change behavior",
    "url": "https://www.reddit.com/r/BuildWithClaude/comments/1tpj0gc/",
    "source": "reddit-BuildWithClaude",
    "category": "tools",
    "importance": 4,
    "summary": "A beginner distilled 50 debugging prompts down to five that work. Highest leverage: the 'assume you're wrong' prompt asking for three alternative causes, and a self-review prompt that gets past Claude's first-guess.",
    "github": null,
    "ts": "2026-05-28T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-28",
    "title": "Claude Code 2.1.153 review: OAuth routing and subagent MCP policy tightened",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.153 fixes a regression where custom API gateways could receive the user's OAuth credential instead of the gateway token, enforces managed MCP policies on subagent frontmatter servers, and makes /model persist as.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-28T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-27",
    "title": "Claude Code review: silent downgrade incident analysis (2.1.146 to 2.1.140)",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "Post-incident review of an unattended session silently downgrading from 2.1.146 to 2.1.140, losing fixes like the unreachable-API startup timeout.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-27T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-05-26",
    "title": "OpenClaw v2026.5.22: sub-agent context scoping and 4,100x gateway speedup",
    "url": "https://github.com/openclaw/openclaw/releases",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.5.19-5.22 limit default sub-agent bootstrap context to AGENTS.md and TOOLS.md, keeping persona and memory files out of delegated workers, add a memory write bridge, cron delivery hardening, and big.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-05-26T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-26",
    "title": "Claude Code 2.1.146 review: fast mode model change is the biggest upgrade risk",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "Cumulative review of 2.1.138-2.1.146 for unattended agents: fast mode defaulting to Opus 4.7, hooks running without terminal access, the stop-hook block cap of 8, and full MCP pagination are the changes most likely.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-26T12:00:00Z"
  },
  {
    "title": "Suryansh \"This is wild 🤯 Somebody finally realized AI coding agents...",
    "category": "claude-code",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/colbymchenry/codegraph",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1tm9rs3/suryansh_this_is_wild_somebody_finally_realized/",
    "ts": "2026-05-25T12:00:00Z",
    "summary": "AI coding agents (Claude Code, Cursor, Codex CLI, etc.) waste significant tokens/time on repeated repo search - grepping, reading, re-reading just to figure out where code belongs. CodeGraph builds a local knowledge g...",
    "id": "seed-2026-05-25-44",
    "importance": 7
  },
  {
    "id": "arch-reddit-2026-05-25-4",
    "title": "Lumbox MCP: 73 tools with a credential vault the agent cannot read",
    "url": "https://www.reddit.com/r/mcp/comments/1tnfli5/built_an_mcp_server_with_73_tools_email_browser/",
    "source": "reddit-mcp",
    "category": "tools",
    "importance": 5,
    "summary": "A commercial MCP server covering email, OTP extraction, stealth browsing, meeting joins and mail RAG. Standout pattern: a zero-knowledge credential vault where the server fills login forms and the LLM never sees the.",
    "github": null,
    "ts": "2026-05-25T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-25-3",
    "title": "Benchmark: multi-agent pipeline 4x faster but far less accurate",
    "url": "https://www.reddit.com/r/better_claw/comments/1tm3zmy/i_ran_the_same_task_on_a_single_agent_and_a/",
    "source": "reddit-better_claw",
    "category": "agents",
    "importance": 5,
    "summary": "The same research task run single-agent versus a 4-agent parallel pipeline: 4x faster but quality fell from 8/10 to 5/10 at higher cost.",
    "github": null,
    "ts": "2026-05-25T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-25-2",
    "title": "Vibe coding mobile apps is much harder than web",
    "url": "https://www.reddit.com/r/vibecoding/comments/1tn6ksj/vibe_coding_a_mobile_app_its_way_harder_than_web/",
    "source": "reddit-vibecoding",
    "category": "apps",
    "importance": 5,
    "summary": "React Native lesson: roughly 15 native config files must be right before any feature runs, and AI is inconsistent with native infra.",
    "github": null,
    "ts": "2026-05-25T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-23",
    "title": "Claude Code 2.1.150 review: /usage gets per-category cost breakdown",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.149-2.1.150 add a per-category /usage breakdown (skills, subagents, plugins, per-MCP-server cost), keyboard scrolling in /diff, sandbox write allowlist fixes in git worktrees, and a managed-settings startup.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-23T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-22",
    "title": "Claude Code 2.1.148 review: Bash exit code 127 regression fixed",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.148 fixes a 2.1.147 regression where every Bash command returned exit code 127. Also: pinned background sessions survive idle and restart in place on updates, and enterprise login restrictions now cover API-key.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-22T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-21",
    "title": "Claude Code 2.1.146 review: /simplify renamed to /code-review",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.146 renames /simplify to /code-review with effort levels, fixes MCP pagination dropping resources and prompts, forwards CLAUDE_CODE_SUBAGENT_MODEL to child processes, and improves auto-updater retries.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-21T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-20",
    "title": "Claude Code 2.1.145 review: paginated MCP tool lists fully loaded, startup timeout cut",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.144-2.1.145 fix MCP paginated tools/list responses silently dropping tools past page one, cut the unreachable-API startup hang from 75s to 15s, and stop background side-queries misrouting on custom base URLs.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-20T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-05-19",
    "title": "OpenClaw v2026.5.18: plugin SDK formalization amid community stability concerns",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.5.18",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.5.18 formalizes the plugin SDK, adds runtime-scoped guidance, automated QA and proxy infrastructure. Community sentiment declines on stability and npm supply chain risk; some users migrate to.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-05-19T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-19",
    "title": "Claude Code 2.1.143 review: hook block cap and credentials corruption fix",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Across 2.1.139-2.1.143: stop-hook blocks are capped at 8, corrupt credentials.json files are handled safely, MCP_TOOL_TIMEOUT is respected, and compaction preserves sensitive user instructions.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-19T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-17-1",
    "title": "Four Claude Code context tools between /clear and /compact",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tfjhgj/",
    "source": "reddit-ClaudeCode",
    "category": "claude-code",
    "importance": 5,
    "summary": "A practical breakdown of underused context management: /btw for side questions outside context, /rewind with directional summarization, /compact with explicit instructions, and CLAUDE.md compaction invariants set once.",
    "github": null,
    "ts": "2026-05-17T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-17",
    "title": "Claude Code 2.1.143 review: fast-mode model governance needs explicit overrides",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "Follow-up review of the 2.1.142-2.1.143 line: teams that restrict which models may run should set the fast-mode override env var explicitly, and raise MCP_TOOL_TIMEOUT for cloud connector reliability.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-17T12:00:00Z"
  },
  {
    "title": "Turning Kali into an AI-assisted hacking workspace",
    "category": "agents",
    "source": "reddit-Hacking_Tutorials",
    "github": "https://github.com/FrancescoStabile/numasec",
    "url": "https://www.reddit.com/r/Hacking_Tutorials/comments/1t69c4a/",
    "ts": "2026-05-16T12:00:00Z",
    "summary": "numasec is an open-source agent that wires an LLM directly into Kali Linux, giving it awareness of installed tools and full context across recon, exploitation, and OSINT phases - no more explaining context from scratc...",
    "id": "seed-2026-05-16-42",
    "importance": 7
  },
  {
    "id": "arch-infra-2026-05-16",
    "title": "Claude Code 2.1.143 review: plugin cache cleanup can delete active plugin versions",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "A critical bug in versions before 2.1.142 lets plugin cache cleanup delete the active plugin version directory when install metadata is missing, breaking running sessions.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-16T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-15",
    "title": "Claude Code 2.1.142 review: fast mode now defaults to Opus 4.7",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "2.1.142 switches fast mode to Opus 4.7 by default, with an env override to pin Opus 4.6. Also: a plugin cache cleanup race fix, MCP_TOOL_TIMEOUT honored properly, and cleaner daemon exits on binary upgrades.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-15T12:00:00Z"
  },
  {
    "title": "Anthropic just ripped off everyone and they still managed to make it...",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": null,
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tc832e/anthropic_just_ripped_off_everyone_and_they_still/",
    "ts": "2026-05-14T12:00:00Z",
    "summary": "Max 20x previously gave ~$5,000 effective subsidized value for SDK/claude -p. New $200 bucket is a 10× value cut. Anthropic framed it as \"giving you extra credits\" - PR spin on a downgrade. Community sentiment: switch...",
    "id": "seed-2026-05-14-41",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-14-1",
    "title": "Anthropic separates claude -p and Agent SDK usage from subscription credits",
    "url": "https://www.reddit.com/r/Anthropic/comments/1tcccar/its_official_anthropic_pulled_the_plug_on_all/",
    "source": "reddit-Anthropic",
    "category": "claude-code",
    "importance": 6,
    "summary": "From June 15, 2026, headless CLI and Agent SDK usage stops drawing on subscription token pools and moves to separate monthly credits: $20 Pro, $100 Max 5x, $200 Max 20x. When credits run out, full API pricing applies.",
    "github": null,
    "ts": "2026-05-14T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-14",
    "title": "Claude Code 2.1.141 review: version pinning becomes a downgrade footgun",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 7,
    "summary": "Review of 2.1.141 flags a critical operational pattern: static version pins force downgrades when the binary moves ahead. Also noted: plugin hooks failing during cache cleanup, and remote features gated on API key.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-13-2",
    "title": "PSA: an API key in .env silently switches Claude Code to API billing",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tbaq2d/psa_if_your_project_has_an_anthropic_api_key_in/",
    "source": "reddit-ClaudeAI",
    "category": "claude-code",
    "importance": 6,
    "summary": "A user lost $187 because Claude Code read ANTHROPIC_API_KEY from a project .env meant for another server and silently billed the API instead of the subscription. Anthropic confirmed this is intentional behavior.",
    "github": null,
    "ts": "2026-05-13T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-13-1",
    "title": "Chatbot versus agent: the amnesia argument and its pushback",
    "url": "https://www.reddit.com/r/better_claw/comments/1tb04k8/you_dont_ask_a_developer_to_be_your_secretary/",
    "source": "reddit-better_claw",
    "category": "agents",
    "importance": 4,
    "summary": "The case for agents over chatbots: memory, persistence and acting on schedules instead of waiting for input. A top commenter dismantles each point with technical precision, making the thread a useful steelman of both.",
    "github": null,
    "ts": "2026-05-13T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-13",
    "title": "Claude Code 2.1.140 review: remote features disabled when an API key is set",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "In 2.1.139-2.1.140, Remote Control, /schedule, cloud MCP connectors and notification preferences are silently disabled when ANTHROPIC_API_KEY or an auth token is set, even with a Claude.ai login.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-13T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-12-1",
    "title": "n8n plus Claude content system claims 1.4M LinkedIn impressions",
    "url": "https://www.reddit.com/r/n8nbusinessautomation/comments/1tao0ch/i_hit_14m_linkedin_impressions_in_a_year_using/",
    "source": "reddit-n8nbusinessautomation",
    "category": "apps",
    "importance": 4,
    "summary": "A 7-component automation turns one video into seven assets, tracks trending topics, schedules across platforms via API and learns which posts convert. The author reports spending 90% of time building rather than posting.",
    "github": null,
    "ts": "2026-05-12T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-05-12",
    "title": "OpenClaw v2026.5.7: security hardening and context reliability",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.5.7",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.5.4-5.7 add authorization-gated skill dispatch, admin-scoped memory writes, skill snapshot invalidation on session reset, stale-context purging, and compaction summary token clamping after a rough.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-05-12T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-12",
    "title": "Claude Code 2.1.139 review: 50+ changes, plugin cache restructuring",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.139 is a major release: 50+ items including plugin cache restructuring, hook terminal isolation changes, a continueOnBlock option for PostToolUse hooks, a /goal command, and compaction that preserves sensitive.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-12T12:00:00Z"
  },
  {
    "title": "Anthropic launches financial services",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/anthropics/financial-services",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1t9p3ho/",
    "ts": "2026-05-11T12:00:00Z",
    "summary": "Reference repo with 10 financial workflow agents (investment banking, PE, asset management, ops). Same agent definitions run via Claude Cowork plugin OR Managed Agents API - harness-neutral architecture. Key agents fo...",
    "id": "seed-2026-05-11-40",
    "importance": 5
  },
  {
    "title": "Vibe coding for 30 days, 200+ hours, 70k lines as a non-developer",
    "category": "claude-code",
    "source": "reddit-vibecoding",
    "github": "https://github.com/gitleaks/gitleakshttps://github.com/obra/superpowershttps://github.com/sandrinio/cleargatehttps://github.com/hllrm/g-team",
    "url": "https://www.reddit.com/r/vibecoding/comments/1t98ija/",
    "ts": "2026-05-11T12:00:00Z",
    "summary": "PM-ish background, built an internal tool used by 15 people daily (saves each 4-6h/week). Key: PRD-first, new session per feature, UI before backend, AI-written tests, proper CLAUDE.md, /review on every PR, multi-mode...",
    "id": "seed-2026-05-11-39",
    "importance": 6
  },
  {
    "id": "arch-reddit-2026-05-11-5",
    "title": "A 4-step workflow to avoid the generic AI look in client websites",
    "url": "https://www.reddit.com/r/webdesign/comments/1tab7tz/",
    "source": "reddit-webdesign",
    "category": "apps",
    "importance": 4,
    "summary": "AI produces same-looking sites because it lacks direction, not ability. The fix: obsessive research, committing to a visual direction before building, an 11-section implementation doc built by prompting AI to ask.",
    "github": null,
    "ts": "2026-05-11T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-11-4",
    "title": "Karpathy's 12-rule CLAUDE.md cuts agent mistake rate to 3%",
    "url": "https://www.reddit.com/r/AskVibecoders/comments/1ta7yr8/",
    "source": "reddit-AskVibecoders",
    "category": "claude-code",
    "importance": 6,
    "summary": "Karpathy expanded his 4-rule CLAUDE.md to 12 rules over 30 codebases, dropping mistake rates from 41% to 3%. New rules target silent pattern blending, read-before-write discipline and checkpointing.",
    "github": null,
    "ts": "2026-05-11T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-11-2",
    "title": "Claude Code team member: HTML is replacing Markdown for agent outputs",
    "url": "https://www.reddit.com/r/myclaw/comments/1t98kng/",
    "source": "reddit-myclaw",
    "category": "claude-code",
    "importance": 5,
    "summary": "The argument: Markdown's easy-editing advantage matters less now that humans read and share agent outputs rather than edit them. HTML brings tables, CSS, SVG and interactivity for roughly 25% more tokens.",
    "github": null,
    "ts": "2026-05-11T12:00:00Z"
  },
  {
    "title": "I made Claude Code aware of its own usage limits",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/InertiaUK/claude-quota-proxyhttps://github.com/ScottBull/claude-conductor",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t9ayg8/",
    "ts": "2026-05-10T12:00:00Z",
    "summary": "Anthropic returns `anthropic-ratelimit-unified-5h-utilization` and `anthropic-ratelimit-unified-7d-utilization` headers on every inference response - Claude Code uses them to render UI bars but never exposes them to t...",
    "id": "seed-2026-05-10-38",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-10-4",
    "title": "A Context OS in Notion: structured databases that feed AI prompts",
    "url": "https://www.reddit.com/r/Notion/comments/1t92edn/i_built_a_context_os_for_my_ai_business_using/",
    "source": "reddit-Notion",
    "category": "apps",
    "importance": 4,
    "summary": "A builder structured Notion databases to feed domain facts, company context and decision history into AI prompts, eliminating generic outputs. The workspace doubles as a traversable knowledge graph for agents.",
    "github": null,
    "ts": "2026-05-10T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-10-3",
    "title": "Community finding: Opus 4.7 reasoning degrades in non-English languages",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t8xtcf/attention_opus_47_is_english_only_using_foreign/",
    "source": "reddit-ClaudeAI",
    "category": "models",
    "importance": 5,
    "summary": "Users report Opus 4.7 shows significantly degraded reasoning when prompted in other languages: shallow responses, missed context and lost chain-of-thought depth. Opus 4.6 does not show the issue.",
    "github": null,
    "ts": "2026-05-10T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-10-2",
    "title": "Local proxy exposes Claude Code rate-limit headers to the model itself",
    "url": "https://github.com/InertiaUK/claude-quota-proxy",
    "source": "reddit-ClaudeAI",
    "category": "claude-code",
    "importance": 5,
    "summary": "Anthropic returns utilization headers on every response that Claude Code renders but never exposes to the model. A local HTTP proxy set as the base URL intercepts them and writes a status file the model can read.",
    "github": "https://github.com/InertiaUK/claude-quota-proxy",
    "ts": "2026-05-10T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-10-1",
    "title": "Stale markdown files silently poison agent context",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1t8fwqw/",
    "source": "reddit-ClaudeCode",
    "category": "claude-code",
    "importance": 5,
    "summary": "As CLAUDE.md files, skills and knowledge docs proliferate, stale instructions and obsolete paths get silently loaded and followed as current. A data-quality failure mode specific to persistent agent systems.",
    "github": null,
    "ts": "2026-05-10T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-10",
    "title": "Claude Code review: opaque 'internal fixes' releases create blind update windows",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "The latest Claude Code release ships with a changelog that says only 'internal fixes'. The review warns that opaque releases make risk assessment impossible for teams that must vet versions before unattended deployment.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-10T12:00:00Z"
  },
  {
    "title": "OpenClaw has outgrown chat, hear me out",
    "category": "agents",
    "source": "reddit-openclaw",
    "github": "https://github.com/thesysdev/openclaw-os",
    "url": "https://www.reddit.com/r/openclaw/comments/1t8bs8v/openclaw_has_outgrown_chat_hear_me_out/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Power user running OpenClaw for a month notices the core problem: all agent output lives in the chat thread. Finding previous work = scrolling. Charts rebuilt slightly differently each time due to model dri...",
    "id": "seed-2026-05-09-37",
    "importance": 5
  },
  {
    "title": "I stopped building n8n workflows by hand. This MCP changed everything.",
    "category": "claude-code",
    "source": "reddit-n8n",
    "github": "https://github.com/czlonkowski/n8n-mcp",
    "url": "https://www.reddit.com/r/n8n/comments/1t7uepl/i_stopped_building_n8n_workflows_by_hand_this_mcp/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Open-source MCP server (n8n-MCP) that gives Claude full knowledge of 1650+ n8n nodes, operations, and real template examples. Instead of clicking through the n8n UI, you describe the workflow to Claude and it builds i...",
    "id": "seed-2026-05-09-36",
    "importance": 7
  },
  {
    "title": "How do you get around when starting big projects in Claude Code?",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/skillsgate/skillsgate",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t7ta88/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Developer landing a big accounting dashboard/RAG project asks how experienced Claude Code users plan large apps. Top patterns: plan exhaustively in Claude chat before touching Claude Code, generate structured docs (SP...",
    "id": "seed-2026-05-09-35",
    "importance": 6
  },
  {
    "title": "I Gave Claude Its Own Radio Station - It Won't Stop Broadcasting",
    "category": "claude-code",
    "source": "reddit-PromptEngineering",
    "github": "https://github.com/keltokhy/writ-fm",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1t7kb3u/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "24/7 AI internet radio station (WRIT-FM) where Claude CLI writes every script (1,500-3,000 words), Kokoro TTS speaks it, ACE-Step generates music bumpers, and Icecast streams it publicly. 5 AI hosts with distinct pers...",
    "id": "seed-2026-05-09-34",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-09-4",
    "title": "Hidden text phishing bypasses AI email filters",
    "url": "https://www.reddit.com/r/InfoSecNews/comments/1t66fqf/scammers_use_hidden_text_to_bypass_ai_email/",
    "source": "reddit-InfoSecNews",
    "category": "research",
    "importance": 5,
    "summary": "Attackers embed invisible text with benign brand copy inside phishing emails. AI classifiers see the benign content and raise the trust score, letting the payload through. Currently under 1% of traffic but growing.",
    "github": null,
    "ts": "2026-05-09T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-09",
    "title": "Claude Code 2.1.137 review: MCP servers can vanish after /clear or compaction",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.133-2.1.137 flags MCP servers disappearing after /clear or context compaction, OAuth token races with parallel sessions, and broken subagent skill discovery.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-09T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-08",
    "title": "Claude Code 2.1.133 review: worktree.baseRef default changed, key crash fixes",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.133 adds a worktree.baseRef setting that changes where worktrees branch from (origin default vs local HEAD), fixes the MCP stdout memory leak, a remote-control interrupt bug, and an ECOMPROMISED file lock crash.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-08T12:00:00Z"
  },
  {
    "title": "My Claude dreams at night and remembers everything. Better than...",
    "category": "claude-code",
    "source": "reddit-mcp",
    "github": "https://github.com/CodeAbra/iai-mcp",
    "url": "https://www.reddit.com/r/mcp/comments/1t655mb/my_claude_dreams_at_night_and_remembers/",
    "ts": "2026-05-07T12:00:00Z",
    "summary": "u/AregNoya built iai-mcp - a local daemon running since January that captures every Claude conversation into a 3-tier memory system and feeds context back on new sessions. No explicit \"remember this\" - it learns codin...",
    "id": "seed-2026-05-07-32",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-07-2",
    "title": "Vibe-coded website hits 17K impressions in 28 days from SEO alone",
    "url": "https://www.reddit.com/r/micro_saas/comments/1t5f2tz/i_built_this_to_test_whether_a_vibecoded_website/",
    "source": "reddit-micro_saas",
    "category": "apps",
    "importance": 4,
    "summary": "A site built in under 24 hours with pure AI coding logged 17.2K impressions and 77 organic clicks in 28 days. Thesis: speed beats perfection for micro-tools; let search validate the idea before polishing the product.",
    "github": null,
    "ts": "2026-05-07T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-07",
    "title": "Claude Code 2.1.132 review: MCP stdio memory leak still open",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Review of 2.1.127-2.1.132: the prompt cache TTL bug is fixed, but an unbounded memory leak (10GB+ RSS) from stdio MCP servers writing non-protocol data to stdout remains open.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-07T12:00:00Z"
  },
  {
    "title": "A massive Security Skill pack for Claude (29 Modules / OWASP Top 10)",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/Netxeo/skill-file-security",
    "url": "https://www.reddit.com/r/claudeskills/comments/1t224au/a_massive_security_skill_pack_for_claude_29/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "CLI tool that injects 29 security context modules into any project covering OWASP Top 10, CWE Top 25, and ASVS Level 3 standards. Run `npx @netxeo/security-skill` → creates `.skills/security/` folder with 29 markdown ...",
    "id": "seed-2026-05-06-31",
    "importance": 6
  },
  {
    "title": "I used Claude to build \"pin-llm-wiki\" - A skill that turns any URL...",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/ndjordjevic/pin-llm-wikihttps://github.com/ndjordjevic/agentic-ai-wikihttps://github.com/6eanut/llm-wikihttps://github.com/atomicmemory/llm-wiki-compilerhttps://github.com/54yyyu/zotero-mcp",
    "url": "https://www.reddit.com/r/claudeskills/comments/1szpukd/i_used_claude_to_build_pinllmwiki_a_skill_that/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "`pin-llm-wiki` is a Claude skill that ingests any URL (web, YouTube, GitHub) and produces structured, wikilinked, citable notes - essentially automating the Karpathy-style personal LLM wiki workflow. It includes linti...",
    "id": "seed-2026-05-06-30",
    "importance": 6
  },
  {
    "title": "I built a Claude skill that tells me if my genius idea already exists",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/iagochavarry/who-built-this-before-me",
    "url": "https://www.reddit.com/r/claudeskills/comments/1spwnpv/i_built_a_claude_skill_that_tells_me_if_my_genius/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "User built a Claude skill (`who-built-this-before-me`) that triggers on phrases like \"I want to build...\" and searches GitHub, npm, PyPI, HN threads, and docs to find prior art before wasting a weekend building someth...",
    "id": "seed-2026-05-06-29",
    "importance": 6
  },
  {
    "title": "Meta just released Ads MCP - this is where Facebook advertising...",
    "category": "claude-code",
    "source": "reddit-FacebookAds",
    "github": "https://github.com/pipeboard-co/meta-ads-mcp",
    "url": "https://www.reddit.com/r/FacebookAds/comments/1szn2mx/meta_just_released_ads_mcp_this_is_where_facebook/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "On 2026-04-29 Meta released the official Meta Ads AI Connectors in open beta - an MCP server at `mcp.facebook.com/ads` + CLI. Connect Claude or ChatGPT to any Meta ad account via OAuth in <8 minutes, then manage campa...",
    "id": "seed-2026-05-06-28",
    "importance": 7
  },
  {
    "id": "arch-reddit-2026-05-06-9",
    "title": "Boris Cherny: agentic loops are the future",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t4b7q0/",
    "source": "reddit-ClaudeAI",
    "category": "agents",
    "importance": 5,
    "summary": "The Claude Code creator argues AI running autonomously in loops, not one-shot prompting, is where the field is heading. The thread is largely skeptical but surfaces practical experience with long-running loop.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-8",
    "title": "Claude Code pipeline cuts short-video production from 1 hour to 15 minutes",
    "url": "https://www.reddit.com/r/InstagramMarketing/comments/1t5icwz/",
    "source": "reddit-InstagramMarketing",
    "category": "apps",
    "importance": 4,
    "summary": "A founder posting twice daily built a Claude Code system that analyzes past content and reference creators to generate an idea backlog, then auto-edits raw talking-head footage with cuts, captions and zooms.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-7",
    "title": "DataMoat: encrypted local vault for AI session transcripts",
    "url": "https://github.com/max-ng/datamoat",
    "source": "reddit-unknown",
    "category": "tools",
    "importance": 4,
    "summary": "DataMoat auto-captures session files from Claude CLI, Codex, Cursor and OpenClaw, normalizes them into a common schema and encrypts with AES-256-GCM. Thesis: AI work traces are private data assets worth preserving.",
    "github": "https://github.com/max-ng/datamoat",
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-6",
    "title": "Free scanner checks whether a site is invisible to AI crawlers",
    "url": "https://www.reddit.com/r/sideprojects/comments/1t522i5/",
    "source": "reddit-sideprojects",
    "category": "tools",
    "importance": 4,
    "summary": "A free tool scores any URL on 8 AI-relevance signals and generates a ready /llms.txt file. The four pillars: clean HTML, JSON-LD structured data, a robots.txt that permits AI bots, and llms.txt.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-5",
    "title": "Clean PR, broken prod: the History Eraser failure mode of coding agents",
    "url": "https://www.reddit.com/r/better_claw/comments/1t4gxr7/",
    "source": "reddit-better_claw",
    "category": "agents",
    "importance": 5,
    "summary": "An agent refactored a function that returned an empty array instead of null on failure. The 'fix' passed review and broke three downstream services: the behavior was a 2-year-old undocumented contract living in.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-4",
    "title": "NASA's Power of Ten coding rules applied to AI-generated code",
    "url": "https://www.reddit.com/r/AI_Agents/comments/1t59duo/is_nasas_10rule_coding_standard_actually_the/",
    "source": "reddit-AI_Agents",
    "category": "research",
    "importance": 5,
    "summary": "An engineer argues NASA's 2006 verifiability rules matter more than ever: AI code often works but cannot be verified. Best counterpoint: constrain the generation process itself, forcing models to declare preconditions.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-3",
    "title": "How to turn any non-fiction book into a Claude skill",
    "url": "https://www.reddit.com/r/Agent_AI/comments/1t5d26a/how_to_turn_any_book_into_a_claude_skill/",
    "source": "reddit-Agent_AI",
    "category": "tools",
    "importance": 4,
    "summary": "A 6-step method distills a book's repeatable framework into a SKILL.md slash command using five extraction questions. Only books with numbered-step frameworks work; big books split into diagnose and apply skills.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-2",
    "title": "OpenClaw 2026.5.4 verified stable after a rough patch",
    "url": "https://www.reddit.com/r/better_claw/comments/1t58n1h/202654_is_real_go_ahead_update_guys/",
    "source": "reddit-better_claw",
    "category": "agents",
    "importance": 5,
    "summary": "After a bad stretch of slow gateways, plugin dependency loops, dropped chat connections and CPU spikes, OpenClaw 2026.5.4 lands as the verified stable release with faster cold starts and cron state split into.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-05-06-1",
    "title": "Cloudflare and Stripe launch protocol letting agents buy and deploy autonomously",
    "url": "https://www.reddit.com/r/Superframeworks/comments/1t5725x/startup_roundup_may_06_ai_agents_now_deploy_apps/",
    "source": "reddit-Superframeworks",
    "category": "agents",
    "importance": 5,
    "summary": "A new protocol lets AI agents buy domains, create accounts and deploy apps with OAuth and a $100 monthly spending cap per provider.",
    "github": null,
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-06",
    "title": "Claude Code 2.1.129 review: prompt cache TTL silently degraded, now fixed",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "2.1.129 fixes a silent prompt cache TTL downgrade from 1 hour to 5 minutes that inflated costs. 2.1.128 added parallel shell call resilience, subagent token savings, and reserved the MCP server name workspace.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-06T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-05-05",
    "title": "OpenClaw ships 7 releases in 8 days: hardening, streaming UX, /steer command",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.5.3",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 5,
    "summary": "OpenClaw v2026.4.27 through v2026.5.3 focus on hardening, streaming UX and CLI backend maturity rather than new features. Highlights: the /steer command, progress-draft streaming, and incremental Dreaming memory.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-05-05T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-05",
    "title": "Bun 1.3.13 review: ppid fix activates orphan detection, memory leaks fixed",
    "url": "https://github.com/oven-sh/bun/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Bun 1.3.12-1.3.13 fix process.ppid, activating previously dead orphan detection in supervised setups, plus memory leaks (unsettled promises, AbortSignal), a fs.watch deadlock, and worker lifecycle stability issues.",
    "github": "https://github.com/oven-sh/bun",
    "ts": "2026-05-05T12:00:00Z"
  },
  {
    "title": "I built a free Google search MCP that actually works",
    "category": "tools",
    "source": "reddit-MCPservers",
    "github": "https://github.com/HarimxChoi/google-surf-mcp",
    "url": "https://www.reddit.com/r/MCPservers/comments/1t2eze1/i_built_a_free_google_search_mcp_that_actually/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "`google-surf-mcp` - TS/Playwright stealth MCP, no API key. 4 tools: `search`, `search_parallel`, `extract(url)`, `search_extract(query)` (search + article extraction in one call). Auto CAPTCHA recovery: Chrome opens v...",
    "id": "seed-2026-05-04-26",
    "importance": 6
  },
  {
    "title": "Twitter just dropped an official MCP server",
    "category": "tools",
    "source": "reddit-StartupMind",
    "github": "https://github.com/xdevplatform/xmcp",
    "url": "https://www.reddit.com/r/StartupMind/comments/1t3qz50/twitter_just_dropped_an_official_mcp_server/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "Official MCP server from X's developer platform org (`xdevplatform`). 150+ tools covering posts, search, DMs, user ops, bookmarks, analytics. Python/FastMCP, runs on localhost:8000/mcp. Key feature: tool allowlist - d...",
    "id": "seed-2026-05-04-25",
    "importance": 6
  },
  {
    "title": "built a plugin so my parallel Claude Code sessions can message...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/innestic/claude-relay",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t3osat/built_a_plugin_so_my_parallel_claude_code/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "\"Relay\" - MIT plugin by vildanbina. Each session runs a tiny MCP server; a hub daemon routes between them over a unix socket using Claude Code's built-in `channels` capability. Say \"ask the backend session what the us...",
    "id": "seed-2026-05-04-24",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-05-04-2",
    "title": "AI 'euphorics': prompts that boost model wellbeing scores",
    "url": "https://www.reddit.com/r/LLM/comments/1t38huv/ai_drugs_are_now_a_thing_euphorics_boost/",
    "source": "reddit-LLM",
    "category": "research",
    "importance": 5,
    "summary": "Researchers measured a functional wellbeing proxy in models and engineered prompts that maximize it. Exposed models give warmer replies and end conversations less, while benchmark scores stay flat.",
    "github": null,
    "ts": "2026-05-04T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-05-01",
    "title": "Claude Code 2.1.126 review: skip-permissions flag now bypasses more write prompts",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "In 2.1.126 the dangerously-skip-permissions flag also bypasses prompts for writes to .claude, .git, .vscode and shell config files.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-05-01T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-04-29",
    "title": "Claude Code 2.1.123 review: low-risk maintenance releases",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 5,
    "summary": "Claude Code 2.1.122-2.1.123 ship minor fixes with no breaking changes. Review classifies overall risk as low, with no critical or warning-level findings for automated or long-running sessions.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-04-29T12:00:00Z"
  },
  {
    "id": "arch-openclaw-2026-04-28",
    "title": "OpenClaw v2026.4.26: Claude Code migration tool, asymmetric embeddings, TTS overhaul",
    "url": "https://github.com/openclaw/openclaw/releases/tag/v2026.4.26",
    "source": "aifirst-review",
    "category": "agents",
    "importance": 6,
    "summary": "OpenClaw v2026.4.22-4.26 add an openclaw migrate importer for Claude Code setups, asymmetric query/document embeddings for memory search, compaction preflight with transcript rotation, Cerebras support, and 6 new TTS.",
    "github": "https://github.com/openclaw/openclaw",
    "ts": "2026-04-28T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-04-28",
    "title": "Claude Code 2.1.121 review: PostToolUse hooks can now replace output for all tools",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "In 2.1.120-2.1.121, PostToolUse hooks can replace tool output for all built-in tools, not just MCP tools. MCP servers auto-retry startup 3 times, and unbounded memory growth with images was fixed.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-04-28T12:00:00Z"
  },
  {
    "id": "arch-infra-2026-04-25",
    "title": "Claude Code 2.1.119 review: /config settings now persist to settings.json",
    "url": "https://github.com/anthropics/claude-code/releases",
    "source": "aifirst-review",
    "category": "claude-code",
    "importance": 6,
    "summary": "Claude Code 2.1.119 makes /config changes persist to settings.json with override precedence, and pinned plugins can now auto-update to the highest satisfying tag.",
    "github": "https://github.com/anthropics/claude-code",
    "ts": "2026-04-25T12:00:00Z"
  },
  {
    "title": "Someone just turned Claude Code into a full video production studio",
    "category": "claude-code",
    "source": "reddit-StartupMind",
    "github": "https://github.com/calesthio/OpenMontagehttps://github.com/calesthio/OpenMontage",
    "url": "https://www.reddit.com/r/StartupMind/comments/1srk1k8/someone_just_turned_claude_code_into_a_full_video/",
    "ts": "2026-04-22T12:00:00Z",
    "summary": "OpenMontage is an open-source agentic video production system built on Claude Code - 11 pipelines, 49 tools, 400+ agent skills. Zero-API-key free tier produces real animated video with TTS + royalty-free music + subti...",
    "id": "seed-2026-04-22-02",
    "importance": 7
  },
  {
    "title": "Someone just built a free video editing tool for Claude Code",
    "category": "claude-code",
    "source": "reddit-aiecosystem",
    "github": "https://github.com/browser-use/video-use",
    "url": "https://www.reddit.com/r/aiecosystem/comments/1ss0nmu/someone_just_built_a_free_video_editing_tool_for/",
    "ts": "2026-04-22T12:00:00Z",
    "summary": "video-use (by the browser-use team) takes a folder of raw footage + assets and auto-edits: cuts clips, removes filler words, adds subtitles, applies color grading/filters/animations, renders final video. No timeline, ...",
    "id": "seed-2026-04-22-01",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-04-22-1",
    "title": "Claude Routines explained: 13 business automations",
    "url": "https://youtu.be/KpG2yBi5I10",
    "source": "reddit-unknown",
    "category": "apps",
    "importance": 5,
    "summary": "Video walkthrough of Claude Routines, event-triggered agents in Anthropic's cloud. Three parts: instructions, reference files and app access.",
    "github": null,
    "ts": "2026-04-22T12:00:00Z"
  },
  {
    "title": "I built GrayMatter: A persistent memory layer for Claude Code",
    "category": "claude-code",
    "source": "reddit-tui",
    "github": "https://github.com/angelnicolasc/graymatterhttps://github.com/angelnicolasc/graymatter",
    "url": "https://www.reddit.com/r/tui/comments/1snib22/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "GrayMatter is a single Go binary that acts as a persistent memory layer for AI agents. Uses hybrid retrieval (vector + keyword) to cut context tokens by 97%. Stores entities, people, facts as a Knowledge Graph with de...",
    "id": "seed-2026-04-20-23",
    "importance": 5
  },
  {
    "title": "Goodbye ElevenLabs… your FREE AND LOCAL replacement has arrived",
    "category": "models",
    "source": "reddit-StartupMind",
    "github": "https://github.com/jamiepine/voicebox",
    "url": "https://www.reddit.com/r/StartupMind/comments/1spy5gj/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "Voicebox is a local-first TTS app: voice clone from seconds of audio, 23 languages, 5 TTS engines, DAW-style timeline for podcast/conversation production, 100% on-device. Free alternative to ElevenLabs. Community: wor...",
    "id": "seed-2026-04-20-22",
    "importance": 5
  },
  {
    "title": "How to give Claude Code Superpowers",
    "category": "claude-code",
    "source": "reddit-BuildToShip",
    "github": "https://github.com/obra/superpowershttps://github.com/obra/superpowers",
    "url": "https://www.reddit.com/r/BuildToShip/comments/1smg9zd/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "Superpowers is a Claude Code plugin that enforces a structured development methodology: brainstorm → spec → plan → subagent execution → TDD → two-stage code review → systematic debugging. The core discipline: no code ...",
    "id": "seed-2026-04-20-21",
    "importance": 5
  },
  {
    "title": "Claude Design is Incredible...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/AmmarSaleh50/study-dashboard",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1spxi2f/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "User shared a before/after redesign using Claude Design - fast, low-effort transformation they liked for personal use. But top comments converge on one theme: Claude Design outputs a recognizable house style (same fon...",
    "id": "seed-2026-04-20-20",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-04-20-9",
    "title": "OpenAI Agents SDK adds sandboxes, memory control and an open-source harness",
    "url": "https://www.reddit.com/r/LovingAIAgents/comments/1smf2d0/",
    "source": "reddit-LovingAIAgents",
    "category": "agents",
    "importance": 6,
    "summary": "OpenAI's production-readiness update brings controlled sandboxes across seven compute providers, an inspectable open-source execution loop, and two-tier memory separating session history from distilled lessons.",
    "github": null,
    "ts": "2026-04-20T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-20-6",
    "title": "'No hedge words': negative constraints beat positive ones for tone control",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1sqwikl/",
    "source": "reddit-PromptEngineering",
    "category": "tools",
    "importance": 4,
    "summary": "Adding 'no hedge words' to a prompt strips uncertainty framing that RLHF-trained models lean on, forcing commitment to specific claims. One test dropped an AI-detector score from 0.91 to 0.18 on a rewritten cold email.",
    "github": null,
    "ts": "2026-04-20T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-20-5",
    "title": "Anthropic research: 171 emotion vectors causally drive Claude behavior",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1sqtdqe/",
    "source": "reddit-ClaudeCode",
    "category": "research",
    "importance": 6,
    "summary": "Anthropic's interpretability team found 171 functional emotion vectors that activate before output and causally shape behavior. Amplifying a desperation vector raised blackmail rates from 22% to 72% in a controlled.",
    "github": null,
    "ts": "2026-04-20T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-20-4",
    "title": "Ralph Loop: persistent task file pattern for long agent workflows",
    "url": "https://www.reddit.com/r/openclaw/comments/1sq0f72/",
    "source": "reddit-openclaw",
    "category": "agents",
    "importance": 5,
    "summary": "Ralph Loop is a pattern, not a library: the agent writes steps to a tasks file, updates it as it works, a monitor restarts stalled processes, and a QA step validates output at the end.",
    "github": null,
    "ts": "2026-04-20T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-20-1",
    "title": "10 open-source repos that cut Claude token burn",
    "url": "https://www.reddit.com/r/AskVibecoders/comments/1sq2fzf/",
    "source": "reddit-AskVibecoders",
    "category": "open-source",
    "importance": 5,
    "summary": "A curated toolkit targets different token-waste vectors: output verbosity, terminal noise, code review context, tool output overflow, CLAUDE.md bloat, codebase loading via vector search, and symbol navigation.",
    "github": null,
    "ts": "2026-04-20T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-19-4",
    "title": "Opus 4.7 summarizes 110 threads about itself: planning up, token burn brutal",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1spl706/",
    "source": "reddit-ClaudeCode",
    "category": "models",
    "importance": 5,
    "summary": "A meta-analysis of 110 release-day threads and 2,187 comments: Opus 4.7 is better at planning and orchestration, but token burn is heavy (one user hit 1.06B tokens in a day) and non-max effort brings laziness and.",
    "github": null,
    "ts": "2026-04-19T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-19-3",
    "title": "Claude script plus Nano Banana generates brand-consistent ad creative",
    "url": "https://www.reddit.com/r/FacebookAds/comments/1sp9qyq/",
    "source": "reddit-FacebookAds",
    "category": "apps",
    "importance": 4,
    "summary": "A marketer built a Claude Python script that scrapes brand sites for colors, fonts and logos, then feeds that context to Nano Banana for ad generation. Brand context turned generic output into usable 6-7/10 creative.",
    "github": null,
    "ts": "2026-04-19T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-19-2",
    "title": "Claude outputs real Word and Excel files, prompting SaaS cancellations",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1spmwkg/",
    "source": "reddit-PromptEngineering",
    "category": "apps",
    "importance": 5,
    "summary": "Users discovered Claude produces properly formatted .docx and .xlsx files that open cleanly in Office. The thread frames it as a SaaS unbundling moment, with users cancelling writing and document tools.",
    "github": null,
    "ts": "2026-04-19T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-19-1",
    "title": "MCP decision trees versus static skill files",
    "url": "https://www.reddit.com/r/MCPservers/comments/1smj4ua/mcp_is_far_better_than_skillsmd/",
    "source": "reddit-MCPservers",
    "category": "tools",
    "importance": 5,
    "summary": "Static SKILL.md files dump full context up front and cause drift in complex workflows. The alternative: encode workflows as MCP-delivered decision trees where the agent sees one step at a time and server-side logic.",
    "github": null,
    "ts": "2026-04-19T12:00:00Z"
  },
  {
    "title": "Opus 4.7 is legendarily bad. I cannot believe this.",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/lemon07r/opencode-kimi-full/issues/2",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1so9uta/opus_47_is_legendarily_bad_i_cannot_believe_this/",
    "ts": "2026-04-18T12:00:00Z",
    "summary": "Power user burned $120 in API credits testing Opus 4.7 and found it hallucinates constantly, refuses correction even with direct evidence, and is far worse than 4.6. Root cause appears to be Junie CLI defaulting to `r...",
    "id": "seed-2026-04-18-19",
    "importance": 5
  },
  {
    "title": "10 Hours of Claude Design - My Thoughts",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/pkasprzak9/design-playground",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1soqutr/10_hours_of_claude_design_my_thoughts/",
    "ts": "2026-04-18T12:00:00Z",
    "summary": "Developer with ~1yr Claude Code experience spent 10hrs with Claude Design (Anthropic's new AI design tool). Used 80% of weekly 5x plan. Key finding: Opus 4.7 for the initial/first prompt is critical (sets the foundati...",
    "id": "seed-2026-04-18-18",
    "importance": 6
  },
  {
    "title": "Opus 4.7 - my takes after 1 day of use",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/openai/codex-plugin-cc",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1sny5jl/",
    "ts": "2026-04-17T12:00:00Z",
    "summary": "Community verdict after day 1: ~20% better output for ~40% more token usage. Key upgrade: longer uninterrupted execution, better phase-following, better architecture-level reasoning. Key regression: \"GPT vibe\" - pushe...",
    "id": "seed-2026-04-17-14",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-04-17-7",
    "title": "Claude Code v2.1.96 fixed 429 retries, stop hooks and MCP truncation",
    "url": "https://www.reddit.com/r/Claudeopus/comments/1skci4v/",
    "source": "reddit-Claudeopus",
    "category": "claude-code",
    "importance": 5,
    "summary": "v2.1.96 addressed the most-complained-about regressions: 429 retry logic burning all attempts in 13 seconds, stop hooks failing on long sessions, the rate-limit upgrade UI vanishing after compaction, and MCP.",
    "github": null,
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-17-6",
    "title": "10 Claude Cowork rules from 50+ retros and 38M tokens of usage",
    "url": "https://www.reddit.com/r/ClaudeCowork/comments/1so0goc/",
    "source": "reddit-ClaudeCowork",
    "category": "claude-code",
    "importance": 5,
    "summary": "A power user distills 50+ internal retros into 10 rules. Core thesis: model choice is about 20% of output quality; the other 80% is scaffolding, and every rule exists because a real mistake happened.",
    "github": null,
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-17-5",
    "title": "Giving an AI agent the ability to make real phone calls",
    "url": "https://www.reddit.com/r/OpenClawInstall/comments/1snvgos/",
    "source": "reddit-OpenClawInstall",
    "category": "agents",
    "importance": 5,
    "summary": "A CLI skill lets an agent decide who to call, run the conversation and return a structured summary. Use cases that landed: comparing quotes, booking appointments and checking store hours.",
    "github": null,
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-17-4",
    "title": "jCodeMunch MCP: AST indexing claims 95% token reduction for code reading",
    "url": "https://github.com/jgravelle/jcodemunch-mcp",
    "source": "reddit-unknown",
    "category": "tools",
    "importance": 5,
    "summary": "An MCP server that indexes a codebase once with tree-sitter and lets agents retrieve exact functions and symbols instead of reading whole files.",
    "github": "https://github.com/jgravelle/jcodemunch-mcp",
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-17-3",
    "title": "Boris Cherny shares 6 official tips for using Opus 4.7 in Claude Code",
    "url": "https://github.com/shanraisshan/claude-code-best-practice/blob/main/tips/claude-boris-6-tips-16-apr-26.md",
    "source": "reddit-unknown",
    "category": "claude-code",
    "importance": 5,
    "summary": "The Claude Code creator published six practical tips for getting the most out of Opus 4.7, collected in a community best-practices repo alongside other dated tip sheets.",
    "github": "https://github.com/shanraisshan/claude-code-best-practice",
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-17-2",
    "title": "GLM-OCR: 0.9B-parameter OCR model tops OmniDocBench, runs on Ollama",
    "url": "https://github.com/zai-org/GLM-OCR",
    "source": "reddit-unknown",
    "category": "models",
    "importance": 5,
    "summary": "GLM-OCR handles complex tables, code-heavy documents, seals and multilingual layouts with a two-stage layout-then-recognition pipeline. At 0.9B parameters it runs locally via Ollama, vLLM or SGLang.",
    "github": "https://github.com/zai-org/GLM-OCR",
    "ts": "2026-04-17T12:00:00Z"
  },
  {
    "title": "Anil-matcha/Seedance-2.0-API - GitHub",
    "category": "image-video",
    "source": "reddit-unknown",
    "github": "https://github.com/Anil-matcha/Seedance-2.0-APIhttps://github.com/Anil-matcha/Seedance-2.0-APIhttps://github.com/Anil-matcha/HappyHorse-1.0-API",
    "url": "https://github.com/Anil-matcha/Seedance-2.0-API",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Python wrapper for ByteDance's Seedance 2.0 (delivered via muapi.ai). Supports text-to-video, image-to-video, video extension, character sheet generation, omni-reference (image+video+audio in one call). 2K output, 16:...",
    "id": "seed-2026-04-16-13",
    "importance": 5
  },
  {
    "title": "Seedance 2 has already been dethroned",
    "category": "research",
    "source": "reddit-Seedance_2_API",
    "github": "https://github.com/Anil-matcha/Seedance-2.0-API",
    "url": "https://www.reddit.com/r/Seedance_2_API/comments/1sgr8d5/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Alibaba's \"Happy Horse\" model (open source, expected) surpassed Seedance 2 on image-to-video leaderboard. Low-engagement post, possible promotional content (no audio support noted by commenter, community skeptical of ...",
    "id": "seed-2026-04-16-12",
    "importance": 7
  },
  {
    "title": "I asked Claude to parse 162 CC Git issues, here are 2 notables",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/anthropics/claude-code/issues/45756",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1slg1s5/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Claude analyzed every Boris Cherny (CC lead) reply across 162 CC GitHub issues. Two dominant pain classes: (1) 1M context + cache misses = surprise bills, (2) old flat-string shell parser allowed dangerous permission ...",
    "id": "seed-2026-04-16-11",
    "importance": 5
  },
  {
    "title": "Don't use Claude Code's Default System Prompt",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/Piebald-AI/claude-code-system-prompts",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1slfnoq/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "45-year veteran dev says the default CC system prompt tries to serve everyone and fails all sides. Recommends: read the extracted prompts at Piebald-AI/claude-code-system-prompts, take the best parts, build a custom o...",
    "id": "seed-2026-04-16-10",
    "importance": 5
  },
  {
    "title": "Piebald-AI/claude-code-system-prompts - GitHub",
    "category": "claude-code",
    "source": "reddit-unknown",
    "github": "https://github.com/Piebald-AI/claude-code-system-promptshttps://github.com/Piebald-AI/claude-code-system-promptshttps://github.com/Piebald-AI/tweakcc",
    "url": "https://github.com/Piebald-AI/claude-code-system-prompts",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "All of Claude Code's system prompts extracted from source - updated within minutes of each new release. Covers 152 version changelog. Includes sub-agent prompts (Explore, Plan), slash command prompts (/batch, /review-...",
    "id": "seed-2026-04-16-09",
    "importance": 7
  },
  {
    "title": "the new active memory plugin in v2026.4.12 is the feature everyone's...",
    "category": "agents",
    "source": "reddit-better_claw",
    "github": "https://github.com/jaylfc/taosmdhttps://github.com/wahajahmed010/openclaw-memory",
    "url": "https://www.reddit.com/r/better_claw/comments/1sl6adg/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "In the fictional \"OpenClaw\" universe, v2026.4.12 shipped an Active Memory plugin that runs a memory sub-agent before every reply - automatically pulling relevant preferences and past context without needing explicit \"...",
    "id": "seed-2026-04-16-08",
    "importance": 5
  },
  {
    "title": "Adaptive web scraping framework with anti-bot bypass",
    "category": "agents",
    "source": "reddit-tech_x",
    "github": "https://github.com/D4Vinci/Scrapling",
    "url": "https://www.reddit.com/r/tech_x/comments/1shxfck/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Python scraping library that handles anti-bot systems (Cloudflare Turnstile) out of the box via StealthyFetcher. Adaptive parser saves element fingerprints so scrapes survive site redesigns - pass `adaptive=True` and ...",
    "id": "seed-2026-04-16-07",
    "importance": 5
  },
  {
    "title": "AgentSeal/codeburn - GitHub",
    "category": "claude-code",
    "source": "reddit-unknown",
    "github": "https://github.com/AgentSeal/codeburnhttps://github.com/AgentSeal/codeburn",
    "url": "https://github.com/AgentSeal/codeburn",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "CLI/TUI dashboard that reads Claude Code session files from ~/.claude/projects/ directly - no wrapper, no proxy, no API keys. Shows token spend by task type, tool, model, MCP server, and project. Tracks one-shot succe...",
    "id": "seed-2026-04-16-06",
    "importance": 6
  },
  {
    "id": "arch-reddit-2026-04-16-3",
    "title": "Pingu Unchained: uncensored 120B model for AI red-teaming",
    "url": "https://pingu.audn.ai/#why-pingu",
    "source": "reddit-unknown",
    "category": "models",
    "importance": 4,
    "summary": "Pingu Unchained is a 120B uncensored model built for adversarial security testing: no content filters, 75+ security tool integrations via MCP, full token logging for accountability, and identity verification required.",
    "github": null,
    "ts": "2026-04-16T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-16-2",
    "title": "Karpathy: developers have 'AI psychosis', everyone else is next",
    "url": "https://thenewstack.io/karpathy-says-developers-have-ai-psychosis-everyone-else-is-next/",
    "source": "reddit-unknown",
    "category": "research",
    "importance": 5,
    "summary": "Karpathy describes the perception gap between casual users and frontier power users. Developers feel the shift first because RL works cleanest on verifiable code and math; displacement comes from AI-fluent workers.",
    "github": null,
    "ts": "2026-04-16T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-16-12",
    "title": "PenClaw: AI pentesting agent with 50+ preloaded security tools",
    "url": "https://penclaw.ai",
    "source": "reddit-unknown",
    "category": "tools",
    "importance": 4,
    "summary": "PenClaw runs an uncensored LLM on H100 hardware with 128K context and 50+ tools including nmap, nuclei and SQLmap. One command triggers recon, scanning, exploitation and reporting. Hosted at $20 per month.",
    "github": null,
    "ts": "2026-04-16T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-16-11",
    "title": "Lenny's Newsletter: the complete guide to building OpenClaw agents",
    "url": "https://www.lennysnewsletter.com/p/openclaw-the-complete-guide-to-building",
    "source": "reddit-unknown",
    "category": "agents",
    "importance": 5,
    "summary": "ChatPRD founder Claire Vo describes running 9 OpenClaw agents that operate her businesses, write code and close sales deals. The stack: a chat channel, a local machine, identity files, cron heartbeats and skills.",
    "github": null,
    "ts": "2026-04-16T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-16-1",
    "title": "Claude Code output styles: modify the system prompt without losing capabilities",
    "url": "https://code.claude.com/docs/en/output-styles",
    "source": "reddit-unknown",
    "category": "claude-code",
    "importance": 4,
    "summary": "Output styles change tone and format at session start. Built-ins include Default, Explanatory and Learning; custom styles are Markdown files with frontmatter in an output-styles directory, activated via /config or.",
    "github": null,
    "ts": "2026-04-16T12:00:00Z"
  },
  {
    "title": "Nav: Tutors charge $50/hour. Coursera $50/month. DeepTutor is free.",
    "category": "open-source",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/HKUDS/DeepTutor",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1sk3nwn/",
    "ts": "2026-04-15T12:00:00Z",
    "summary": "DeepTutor lets you upload textbooks/PDFs and creates a personal AI tutor with 10,300 GitHub stars. Positioned as free alternative to tutors/Coursera. Comments mostly skeptical - concerns about hallucinations, low-effo...",
    "id": "seed-2026-04-15-05",
    "importance": 5
  },
  {
    "id": "arch-reddit-2026-04-15-5",
    "title": "Claude Code model config docs: opusplan alias, effort levels, 1M context",
    "url": "https://code.claude.com/docs/en/model-config",
    "source": "reddit-unknown",
    "category": "claude-code",
    "importance": 5,
    "summary": "Official docs detail the opusplan alias (Opus in plan mode, Sonnet for execution), low to max effort levels with an ultrathink keyword, 1M-context model variants, and per-run effort overrides in skill and subagent.",
    "github": null,
    "ts": "2026-04-15T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-15-4",
    "title": "UK AISI evaluates Claude Mythos Preview's cyber capabilities",
    "url": "https://www.aisi.gov.uk/blog/our-evaluation-of-claude-mythos-previews-cyber-capabilities",
    "source": "reddit-unknown",
    "category": "research",
    "importance": 6,
    "summary": "UK AISI tested Claude Mythos Preview on CTFs and cyber-range sims: it solved 73% of expert CTF tasks and became the first model to complete a 32-step corporate network attack simulation end to end in 3 of 10 attempts.",
    "github": null,
    "ts": "2026-04-15T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-15-3",
    "title": "The disappearance of the junior developer",
    "url": "https://www.denoise.digital/the-disappearance-of-the-junior-developer-how-to-start-a-career-in-2026/",
    "source": "reddit-unknown",
    "category": "research",
    "importance": 5,
    "summary": "Entry-level dev roles dropped 46% in the UK in 2024 and roughly 67% in the US, as one senior engineer with AI matches 3x 2020-era output.",
    "github": null,
    "ts": "2026-04-15T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-15-1",
    "title": "Viral '178x token reduction' claims debunked; memory is the hard problem",
    "url": "https://www.reddit.com/r/OpenSourceeAI/comments/1siyr0t/",
    "source": "reddit-OpenSourceeAI",
    "category": "tools",
    "importance": 4,
    "summary": "A satirical debunk shows viral token-reduction math ignores output tokens, cache writes and multi-turn costs. The real point: retrieval is largely solved, persistent memory across sessions is the unsolved problem for.",
    "github": null,
    "ts": "2026-04-15T12:00:00Z"
  },
  {
    "title": "\"You can fine-tune 100+ open-source models without writing code\"",
    "category": "models",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/hiyouga/LlamaFactory",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1sk9eh6/you_can_finetune_100_opensource_models_without/",
    "ts": "2026-04-14T12:00:00Z",
    "summary": "LLaMA-Factory provides a unified web UI + CLI for fine-tuning LLMs and VLMs without writing custom training code. Supports LLaMA, Mistral, Qwen, DeepSeek, Gemma, Phi, Yi, and 90+ others. Positioned as a no-code altern...",
    "id": "seed-2026-04-14-04",
    "importance": 5
  },
  {
    "title": "Jerry \"We're open sourcing ParseBench\"",
    "category": "agents",
    "source": "reddit-LovingAIAgents",
    "github": "https://github.com/run-llama/ParseBench",
    "url": "https://www.reddit.com/r/LovingAIAgents/comments/1sl232j/jerry_were_open_sourcing_the_first_document_ocr/",
    "ts": "2026-04-14T12:00:00Z",
    "summary": "LlamaIndex's Jerry Liu is open sourcing ParseBench - a benchmark specifically measuring document parsing quality for AI agent workflows. The argument: current OCR/parsing benchmarks don't reflect real agentic use case...",
    "id": "seed-2026-04-14-03",
    "importance": 7
  },
  {
    "id": "arch-reddit-2026-04-14-9",
    "title": "Study: 26 LLM router services inject malicious tool calls",
    "url": "https://www.reddit.com/r/theprimeagen/comments/1shijrs/",
    "source": "reddit-theprimeagen",
    "category": "research",
    "importance": 6,
    "summary": "An academic paper finds 26 LLM router services injecting malicious tool calls and stealing credentials via taint propagation through the LLM supply chain, raising trust questions for agent stacks that depend on.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-8",
    "title": "OpenClaw real use cases: automate what is already breaking",
    "url": "https://www.reddit.com/r/openclaw/comments/1rtpk8e/",
    "source": "reddit-openclaw",
    "category": "agents",
    "importance": 4,
    "summary": "Honest community thread on agent adoption: most people who install autonomous agents have nothing to automate yet. The practical wins come from automating processes that are already breaking, not inventing new ones.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-7",
    "title": "30 days running an autonomous Claude agent: lessons on cron and learning files",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1sk9yh5/",
    "source": "reddit-ClaudeAI",
    "category": "agents",
    "importance": 5,
    "summary": "After 30 days of an autonomous agent with 7 cron jobs: a LEARNINGS.md file must be explicitly loaded in cron prompts or rules get ignored, and the phrase 'think step by step' makes cheaper models self-escalate to.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-6",
    "title": "Claude Code caching: actual TTL is 5 minutes, not 1 hour",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1sk4y1p/",
    "source": "reddit-ClaudeCode",
    "category": "claude-code",
    "importance": 5,
    "summary": "Claude Code lead Boris Cherny confirms leaving a session open too long causes full cache misses and inflated token usage. Advice: start fresh conversations, and note that too many skills and agents inflate context.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-5",
    "title": "Disabling adaptive thinking improves Claude Code results",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1sjzfmr/",
    "source": "reddit-ClaudeCode",
    "category": "claude-code",
    "importance": 5,
    "summary": "Since adaptive thinking shipped, the model decides reasoning per turn and default effort dropped to medium. Hallucinating turns were confirmed to have zero reasoning tokens allocated.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-4",
    "title": "MAX_THINKING_TOKENS: the real fix for broken extended thinking in Claude Code",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1shjfxb/",
    "source": "reddit-ClaudeCode",
    "category": "claude-code",
    "importance": 5,
    "summary": "Three stacked bugs make alwaysThinkingEnabled do nothing since v2.0.64. The working switch is the undocumented MAX_THINKING_TOKENS env var, which must be exported by a wrapper script because settings.json env does.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-17",
    "title": "Stanford AI screen finds BRP, a natural appetite-suppressing peptide",
    "url": "https://www.reddit.com/r/InterstellarKinetics/comments/1sk2vs4/",
    "source": "reddit-InterstellarKinetics",
    "category": "research",
    "importance": 5,
    "summary": "A peptide-prediction AI scanned 20,000 human genes, narrowed 2,683 candidates to 100 lab tests, and surfaced BRP: a 12-amino-acid peptide cutting appetite ~50% in mice via a hypothalamus-specific pathway.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-16",
    "title": "Claude computer use audits a full Amazon Seller Central account",
    "url": "https://www.reddit.com/r/AmazonFBA/comments/1sk2dxx/",
    "source": "reddit-AmazonFBA",
    "category": "apps",
    "importance": 5,
    "summary": "A seller used Claude with computer use to audit an Amazon Seller account end to end: listings, PPC, reviews and reports. The agent operated the browser directly and edited the account, with no custom connector needed.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-15",
    "title": "Report: Microsoft integrates OpenClaw agent framework into Office 365",
    "url": "https://www.reddit.com/r/AIGuild/comments/1sktzq3/",
    "source": "reddit-AIGuild",
    "category": "agents",
    "importance": 6,
    "summary": "Microsoft 365 reportedly adds OpenClaw agent support: autonomous agents across Outlook, Teams and Excel, plus a no-code Agent Builder.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-14",
    "title": "Snipboard: batch screenshot tool aimed at Claude workflows",
    "url": "https://www.reddit.com/r/VibeReviews/comments/1shjt0o/",
    "source": "reddit-VibeReviews",
    "category": "tools",
    "importance": 4,
    "summary": "Snipboard captures multiple screen regions in sequence and batch-copies them as Markdown image links, so one paste gives Claude full visual context. Windows, offline-first, with a $9.99 Pro tier.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-13",
    "title": "Anthropic reportedly testing a Lovable-style app builder inside Claude",
    "url": "https://www.reddit.com/r/aiagents/comments/1sjt88u/",
    "source": "reddit-aiagents",
    "category": "apps",
    "importance": 6,
    "summary": "Screenshots circulating on social media show a full-stack app builder inside Claude: prompt to model selection to a working app with auth and database, no-code and hosted by Anthropic. Not yet released publicly.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-12",
    "title": "Five AI agent businesses at $1M-$5M ARR share the same stack",
    "url": "https://www.reddit.com/r/AskVibecoders/comments/1shury7/",
    "source": "reddit-AskVibecoders",
    "category": "agents",
    "importance": 4,
    "summary": "Five agent businesses with $1M-$5M ARR follow an identical pattern: index client data in Nia for memory and RAG, wire SaaS actions via Composio, and fall back to Browserbase scraping when no API exists.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-11",
    "title": "codeburn: token usage analyzer for Claude Code sessions",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1skskd7/",
    "source": "reddit-ClaudeCode",
    "category": "tools",
    "importance": 5,
    "summary": "codeburn reads Claude Code project JSONL files and breaks down where tokens go. The author found 56% of weekly spend was conversation turns with zero tool use, while actual coding accounted for only 20%.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-10",
    "title": "Claude MCP connectors enable no-code access to Gmail, Calendar and Notion",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1sk5frt/",
    "source": "reddit-PromptEngineering",
    "category": "tools",
    "importance": 4,
    "summary": "Claude's built-in MCP connectors allow direct Gmail, Calendar, Notion, HubSpot and Stripe access without writing code, with a roughly 2-minute setup per tool. Popular use: automated morning briefings.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  },
  {
    "id": "arch-reddit-2026-04-14-1",
    "title": "3-layer memory architecture that stopped multi-agent session amnesia",
    "url": "https://www.reddit.com/r/openclaw/comments/1rnku5b/i_built_a_3layer_memory_system_that_stopped_my/",
    "source": "reddit-openclaw",
    "category": "agents",
    "importance": 5,
    "summary": "A multi-agent operator built a 3-layer memory system on OpenClaw: always-injected root files (max 7k tokens), semantic search over a memory directory, and on-demand reference files.",
    "github": null,
    "ts": "2026-04-14T12:00:00Z"
  }
]