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Fitness functions

Assess

Techniques

Automated checks that verify architectural or quality constraints over time.

Why it's here

Placed in Assess: 1 article(s) of evidence from 1 source(s), led by framework updates, with 0 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.

Evidence (1)

  • 5Martin Fowler·9/2/2026framework_update
    Martin Fowler Says Code Review Is Solving the Wrong Problems

    Martin Fowler argues that AI-driven code generation is making traditional code review too overloaded to serve as the main quality gate. He suggests moving feedback earlier through pairing, design sessions, trunk-based development, automated testing, static analysis, fitness functions, and security scanning, while reserving review for issues that cannot be checked automatically.