What Jane Believes

Jane is more than a framework — it’s a philosophy about how data should move through systems.

No Coercion

Jane never rewrites your data behind your back. Every transformation is explicit, intentional, and visible.

Determinism Over Guesswork

Same input, same policy, same result — always. Jane rejects heuristics and embraces predictable behavior.

Boundaries Are Contracts

A boundary declares what is allowed, rejected, or transformed. Nothing happens implicitly.

Transparency Is a Feature

Jane emits rich telemetry, explain steps, and replay logs — not just for debugging, but for trust.

Teachability Matters

Jane’s architecture is designed to be learned, not just used. Every subsystem is rationale-rich and contributor-friendly.