Your AI-Generated Codebase Has an “Epigenome”
A working AI-generated feature can still teach the codebase bad habits. The codebase epigenome is the inherited layer of patterns, assumptions, and constraints future agents copy.
A working AI-generated feature can still teach the codebase bad habits. The codebase epigenome is the inherited layer of patterns, assumptions, and constraints future agents copy.
A WordPress site and a separate app can work well together, but only when search, analytics, onboarding, privacy, and support are treated as one user journey.
A successful checkout is not a complete billing system. Before charging users, test the asynchronous events and edge cases that decide whether access and money stay in sync.
AI code slop is not simply ugly code. It is accumulated inconsistency that makes an app difficult to verify, change, and trust. This diagnostic shows where to look.
AI coding agents are optimized to make things work — but that instinct produces the hardest-to-debug systems. Here’s why you need to teach your AI tools to fail loudly instead of faking success.
Bolt to GitHub is temporarily unavailable due to a GitHub-side account review. Existing installations are safe. An appeal has been submitted and we expect resolution within a few business days.
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Bolt to GitHub: Connect AI Development to Professional Version Control. Automatically sync your Bolt.new projects with GitHub repositories. The essential Chrome extension for AI-driven developers, used by 3,300+ developers weekly.
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