Anvil
Ship with restraint
Validate AI-generated code changes at save-time. Catch architecture drift and anti-patterns before they reach review.
Learn more →APS
A deterministic plan spec
Define what should be built with hash-stable, reproducible plans. Separate intent from implementation.
Learn more →Development Memory System
Capture, review, preserve
Capture high-signal observations, review candidates, and preserve trusted canonical memory for team reuse.
Learn more →Deterministic
Same inputs, same outputs. Hash-stable plans enable reproducible validation and reliable caching.
Save-Time Feedback
Issues surface immediately when you save, not hours later in code review or CI.
Provenance Tracked
Every change, validation, and observation traces to its origin. Full audit trail included.
Open Standards
APS and Kindling are open source. Build on open foundations without lock-in.
Knowledge That Sticks
Capture what matters, review for quality, and keep canonical guidance queryable as teams and agents scale.