Predictable code from Cursor, thanks to a proper brief

Ships micro-SaaS on a conveyor. Cursor and Codex are already in the stack, but generation quality jumped from prompt to prompt.

stable

code quality instead of "luck of the draw"

×3

faster to build new features

100%

of features with up-to-date docs

The challenge

Vibecoding is fast, but without structure it turns to mush: new prompts contradict old decisions, and there's no documentation.

The solution with AI SDLC

Captures a feature as a requirement and scenario
Generates a spec — the perfect input for Cursor/Codex
Recovers documentation back from the finished code

«I already had Cursor. The joy is that AI SDLC gives it a proper brief, and the result is predictable. And the docs I'd given up on back in March, I recovered from the code in an evening.»
Denis · indie hacker, vibecoder

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