Takes a plain-English coding task, writes the code, reviews it, and saves the reviewed result.
It repeats. Repeats code fails quality bar; it retries when a step fails.
Pattern: Structured Loop (21)
Your dev team spends real hours writing boilerplate code and doing manual code reviews before anything gets merged. Inconsistent reviews and refactoring slow releases down, especially when the same routine fixes come up over and over.
Small engineering teams or technical founders who want AI to handle first-pass coding and review work.
You describe a coding task and get back code that's been written, reviewed, scored, and committed once it clears the bar.
The hard question is not how to build it. It is whether this is the right thing to build first.
That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.
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