AIFIRST Ironloop: Five-Layer Verification-First AI Dev Harness from Spec to Pentest
The brief
Ironloop is an open-source AI-assisted development harness built around verification at every stage, covering five layers from initial spec through penetration testing.
Key points
- Each layer produces evidence for the next, structuring the workflow so quality gates are built in rather than bolted on.
Sources
- GitHubgithub.com
- Source codegithub.com