Why Continuous Gap Analysis Is the Secret to Shipping Quality Software

Every engineering team has experienced the pain of discovering a critical gap days before a release. A feature that was partially implemented, a requirement that was misunderstood, or a test case that was never written.

What Is Gap Analysis?

Gap analysis is the process of comparing what was intended (requirements) with what was built (code and tests). WalnutAI automates this comparison continuously, not just at release time.

How WalnutAI Detects Gaps

WalnutAI traces every requirement through to its implementation and test coverage:

• Requirements without corresponding code are flagged as missing implementations
• Code without test coverage is flagged as untested functionality
• Tests that don't trace back to requirements are flagged as orphaned tests

Real-Time Quality Monitoring

Unlike traditional code reviews that happen at PR time, WalnutAI monitors your codebase continuously. Drift and gaps are detected in real time, so quality issues are found before they reach production.

Fix code issues before they become production incidents. WalnutAI gives you the visibility to catch problems when they're cheapest to fix.