Practical guides for founders who build with AI — find and fix the issues that kill launches.
Why metered credit billing with hard spend caps is the fairest model for solo founders and AI-built app teams.
AI coding assistants frequently leave mock users, test API keys, and demo mode flags in production code. Here's how to catch them.
How PolicyShield and CodeTrace prevent AI-generated security regressions from merging into main branches.
If you built your app with Cursor or any AI assistant there is a real chance you have hardcoded secrets in plain sight.
AI code assistants are fast but they cut corners. Here are the 12 most common ways vibe-coded apps fail in production.
Stop guessing about production readiness. Upload your project and get a plain-English report in seconds.
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