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Engineering automation should produce reviewed changes, not just code.

A safe coding solution links a task to a diff, tests, review and an explicit merge gate.

ILLUSTRATIVE EXECUTION FLOW

01Issue + repository

02Isolated edit + tests

03Reviewable patch

04Authorized merge

What must the solution do?

Builder designs the outcome; Providers supply Capacity; Kabin Core governs execution.

01Constrain the task

Freeze repository, files allowed, acceptance tests and authority.

02Build and test separately

Run bounded implementation in a branch and retain commands/results.

03Review before publishing

Report diff, test evidence and unresolved concerns. Merge only when authorized.

OUTCOME EXAMPLE

Example: a failing unit test prompts a one-file fix. An Agent proposes the approach; a routine runs tests; a reviewer approves the PR.

NEXT / BUILDER

Illustrative outcome and architecture, not an available paid execution service.