CORE

AI agents that can write code are useful. AI agents that can't violate your architecture are useful in production. CORE enforces constitutional law at runtime — 92 rules across 7 deterministic engines. If a blocking rule fails, execution halts. No partial states, no silent violations. Today it blocked its own self-healing workflow because two governance components drifted out of sync. No human caught it. The constitution did. Demo (asciinema): https://asciinema.org/a/BuS0WuKyRxQwYDHD Docs: https://dariusznewecki.github.io/CORE/

I'm excited to share CORE v2.0.0, which just achieved A2 autonomy: 70% success rate on autonomous code generation with constitutional governance. The problem: AI agents can write code fast, but they also break architecture, skip tests, and ignore conventions. The solution: Constitutional governance. Every AI action goes through: - Constitutional audit (checks architecture, naming, placement) - Semantic validation (513 symbols in knowledge graph) - Test execution with auto-fix - Clean merge only if everything passes Real metrics: - Code generation: 0% → 70% success - Semantic placement: 45% → 100% accuracy - 513 symbols vectorized, 66 module anchors, 48 policy chunks The key innovation is making AI autonomy safe through human-authored policies that AI semantically understands. Agents operate in defined "autonomy lanes" with cryptographic g

What keeps an AI from drifting into unmaintainable chaos? I started building the answer four years ago: CORE — open-source framework for constitutionally aligned AI-driven development. Key pieces: - Immutable Constitution: 10-min readable, copy-paste into any project - ConstitutionalAuditor: blocks drift instantly - Human Quorum: required for edge cases (GitHub/Slack ready) - Self-Healing Loops: `core-admin fix all` stays inside the rules - Mind–Body–Will architecture: fully modular & traceable Alpha, MIT, 5-minute QuickStart. Built for the post-Opus world: AI codes fast; CORE ensures it codes right. Docs: https://dariusznewecki.github.io/CORE/ Worked example: https://github.com/DariuszNewecki/CORE/blob/main/docs/09_WOR...