Shipping Vibe-Coded Changes: The Pre-Merge Review Gate
A risk-based pre-merge gate for reviewing and live-testing AI-assisted code across security, error paths, and behavior changes.
Step-by-step implementation guides from our client work — real code, copy-paste prompts, and the pitfalls we already hit. Every playbook is free to read.
Latest playbooks
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Each playbook comes out of a real client implementation — so you get what we actually shipped, including the parts that went wrong first.
The build in the order we actually shipped it for a client.
Working snippets from production, not pseudo-code.
The exact prompts and configs, ready to drop in.
What broke the first time — so it does not break for you.
We implement these exact playbooks for clients — tailored to your stack, your data, and your team's workflow, and handed over documented.
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