Method

Agents propose · Chrysalis verifies · You ship

A closed loop for legacy stacks — no vibes in the gate.

The differentiator

A loop that respects production. Not autocomplete. Not autopilot.

01

Agents propose

Discover, document, draft. Refactors, tests, runbooks, migration patches. Always reviewable, always reversible.

02

Chrysalis verifies

Recorded oracle corpus + automated replay. Nothing ships unless behavior on the new code matches behavior on the old.

03

You ship

Chimera cutover: parallel-run, traffic-shifted, diff-alarmed, rollback-ready. Zero silent wrong output.

Five stages

One verified path to production.

Every AgenticOps engagement runs the same loop, regardless of language or domain.

  1. 01 · Observe

    Capture real behavior

    Instrument the legacy. Traces, IO, side effects, timing. The truth becomes the oracle.

  2. 02 · Ingest

    Model the legacy

    Agents map call graphs, schemas, data shapes, hot paths. We learn the system before we touch it.

  3. 03 · Emit

    Generate the new

    Translate or rewrite the target slice. Honest partial translation — “holes” are surfaced, not hidden.

  4. 04 · Verify

    Replay the oracle

    The recorded corpus runs through the new code. CI gate. No green, no merge. Period.

  5. 05 · Deploy / Chimera

    Parallel-run cutover

    Traffic mirroring, behavioral diff alarms, instant rollback. Old and new run side-by-side until trust is earned.

See proof in production →