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NotarAI

Intent captured. Drift reconciled.

NotarAI is a continuous intent reconciliation tool that keeps your specs, code, and documentation in sync as all three evolve. It uses LLMs as a bidirectional reconciliation engine: not just to generate code from specs, but to detect drift, surface conflicts, and propose updates across your entire artifact chain.

What is NotarAI?

Spec-anchored – Structured YAML specs capture intent as the canonical source of truth, validated by JSON Schema.

Bidirectional – Detects drift in any direction (code, spec, or docs) and proposes aligned updates.

Propose and approve – Never auto-syncs. All changes are proposed for human review.

Composable – Specs reference each other via $ref for hierarchical and cross-cutting composition.