All Frameworks items under Agents on AIFIRST News, newest first. 4 items.
agent-budget-semantics is an open-source differential testing project that runs identical tasks across 11 AI agent frameworks to compare how each enforces token and cost budgets. Discrepancies in budget handling can cause unexpected overruns in production pipelines. The project documents the variance and provides a reusable test harness for benchmarking budget semantics across frameworks.
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%.
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 ...
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...
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