Give the workflow a structure.
Route tasks through stages and split implementation into small slices.
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06 / Manara
More discipline in AI-assisted development.
Open-source orchestration for more disciplined AI-assisted development.
The product problem.
An orchestration approach for disciplined AI-assisted software development.
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Task stagesSmall implementation slicesBehavior specificationsQuality guardsTest guards
What matters. And why.
Put behavior before sensitive code.
Write behavior specifications before implementing sensitive logic, then apply quality and test guards.
Source code is available on GitHub.
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