Proof

AI drafts. Recorded traffic decides.

That is the ship bar — not a slogan we wave past. Chrysalis is open source and testable now. wisptools.io is separate proof we ship real systems — kept apart so names do not blur.

23→26sources → targets
DeepCWL → Node (Hono/Fastify)
Honestearly pairs stay labeled

Ship bar

Nothing ships on AI confidence alone.

Agents may draft CWL and emits. Recorded traffic (oracle / replay) and Helix traffic DNA (learn → shadow → ready) dispose. Unsure pieces stay labeled holes — never facades. Live customer soak → enforce is still an operator window (real shadow log), not a lab fake.

  1. 01 · Draft

    AI proposes

    Agents / Intelligence Shorthand propose. Propose ≠ ship.

  2. 02 · Dispose

    Convert oracle

    Verify-gated apply. Dispose Plane refuses merge without a green gate.

  3. 03 · Shadow

    Helix DNA

    Learn → promote → shadow → helix ready. Optional CWL ⊆ DNA live-match.

  4. 04 · Ops

    Customer soak

    Real peak/off-peak shadow log, then enforce. Lab preflight ≠ soak.

Traffic decides paper →  ·  Method spine →  ·  Demo hub →

CI tokens

What “closed” means in smoke

PillarSmokeToken
CWLsmoke:ut-spineUT_SPINE_OK
Converthub:traffic-decides-bar-smokeTRAFFIC_DECIDES_CONVERT_OK
Securecutover-smoke / traffic-decidesCUTOVER_SMOKE_OK / TRAFFIC_DECIDES_SECURE_OK

Customer soak → enforce remains an operator window. Lab green ≠ soak.

See the spine

The diagrams behind the claims.

The engine

Chrysalis — DNA · Convert · Secure

Reads PHP, JS/TS, Python, Java, Go, Ruby, C#, Rust, and more through one middle. The Hub tracks pairs and says which are deep versus early. Nothing is “working” without traffic checks; unsure pieces stay holes.

  • Write and review .cwl directly
  • tiny-blog + Laravel fixtures end-to-end
  • Mirror → slice → cutover tested
  • CWL · Convert · Secure · Demo hub

Closer look

Pieces you can click.