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Independent product

AI engineering workflow

AI Engineering Workflow

A task flow where context, isolated workspaces, independent review, and acceptance evidence travel with the implementation.

Stack
Next.js / React / TypeScript
Status
Internal workflow
Access
Not public
MAGIC workflow interface with task stages, agent review, and acceptance evidence.

Implementation notes

  1. 01
    Context travels with the task

    Every task carries its code snapshot, constraints, and prior decisions, so no agent has to re-guess intent.

  2. 02
    Isolated implementation, independent review

    Work happens in an isolated workspace, and a reviewer that did not write the diff inspects it before anything merges.

  3. 03
    Evidence before conclusions

    Lint, unit test, and security scan results attach to the task itself; done is proven, not described.