Connectory: organizational memory for your whole company, plus PR reviews that use it. Free to start.
Devin, Cursor, and Copilot Workspace generate code faster than teams can review it. Here's how to build governance that scales with autonomous AI agents.
Test coverage percentage is a poor predictor of production reliability. Here are the leading indicators—Change Failure Rate, Review Depth Score, and rework rate—that actually tell you whether your codebase is healthy.
Static analysis and generic AI reviewers miss hallucinated APIs, framework mismatches, and architectural drift. Context-aware review catches what linters cannot.
Traditional code review fails for AI-generated code. Here's the practical governance framework that catches vulnerabilities, manages technical debt, and passes compliance audits.
High-performing teams enforce standards through three-layer automation stacks, not process overhead. Learn how to catch 3x more defects while shipping 20-65% more code.
