Ai-Code-Verification

AgentProof is a free, local-first proof harness that verifies AI-generated code and diffs by detecting the project type, running safe local checks, launching the app, crawling routes with Playwright, and scoring launch readiness — all without uploading your source, using an API key, or trusting a cloud vendor. For AI code CI verification, it answers one question the chat transcript never can: did this app actually work, or did it just look good in the transcript? This review covers how AgentProof works, its GitHub Action score gate, its pricing, and how it compares to ProofPack and the broader “proof beats diffs” movement. ...

If your team is shipping AI-generated code into production — and let’s be honest, most teams are — you’ve probably noticed the gap. AI agents write code fast, but they also introduce subtle bugs, logic errors, and security vulnerabilities at a rate that manual review can’t keep up with. Sonar’s January 2026 State of Code survey found that AI accounts for 42% of committed code among surveyed developers, yet 96% don’t fully trust AI-generated code, and only 48% always check it before committing. That’s a verification gap, and it’s growing. I’ve spent the last few weeks evaluating the four leading verification platforms that claim to close this gap: SonarQube, Snyk, Aikido, and CodeQL. Here’s what I found. ...