Method

Watch. Write DNA. Translate. Prove. Ship.

Every stack peels into one genome — CWL. Convert and Secure consume it. Recorded traffic decides what ships. AI drafts; unproven claims stay unlabeled.

  1. Watchtraffic
  2. WriteCWL
  3. Verifyreplay
  4. Cut overcareful

Genome in the middle

Three moves. One DNA.

Write it in CWL

Routes, handlers, Effects — only what we can claim yet.

WebIR middle

Peel once, emit many. No special-case translator for every language pair.

Traffic decides

Replay recorded production behavior. Mismatch = no ship — human or AI authored.

Six stages

The process, start to finish.

Same spine for every origin language — depth of testing varies by pair (see the Hub).

  1. 01 · Watch

    Record reality

    Capture real requests, effects, and responses. That tape is the oracle — not a design memo.

  2. 02 · Read

    Peel to WebIR

    Origin code to shared model. Or author routes directly in CWL when greenfield.

  3. 03 · Draft

    AI proposes

    Agents suggest CWL and emits, flag uncertainty, reuse proven patterns (Intelligence Shorthand).

  4. 04 · Emit

    Real code out

    Modern stack (Hono / Fastify / etc.) or CWL for review. Unsure pieces stay unproven — never façades.

  5. 05 · Verify

    Replay the tape

    Side-by-side against step one. Same bar for AI drafts and human edits.

  6. 06 · Cut over

    Side by side

    Mirror, then slice, then more. Any route rolls back the moment something looks wrong.

See what works today →