AI-First PR Process - Tests Over Human Review

February 3, 2026 at 4:01 PMtechnicalmedium

Situation

Decided that PR process should evolve to prioritize automated test suites over human code review for AI-generated code. If a comprehensive test suite passes, the code is considered production-ready regardless of its origin.

Reasoning

AI-generated code velocity exceeds human review capacity - traditional review becomes a bottleneck. Tests are objective and comprehensive; human review is subjective and can miss things. Cedrics success generating Go DHCP service and EROFS implementation demonstrates AI code quality when properly directed. This enables the 2x velocity mandate by removing human bottlenecks from the process.

Additional Context

Cedric used Claude in plan mode to successfully generate complex code. Greg building RAG database trained on Fuzzball codebase. Both Peter and Greg actively championing AI-assisted development.

Observed Evidence

From Greg 1:1 PR Process Evolution section: The PR process is shifting to prioritize automated test suites over human code review for AI-generated code. If a comprehensive test suite passes, the code is considered production-ready, regardless of its origin.

Matching Patterns

25%
Lead by Example with New Tools(keyword match on AI, automation, personal adoption and demonstration)

Confidence Breakdown

20/35
Evidence
25/30
Pattern
20/20
Source
5/15
Corroboration

Reasoning Depth Analysis

Org Signal:Code quality measured by TEST RESULTS not code review approval - shifts what good looks like
Who Affected:All engineers - changes how PRs are evaluated across the organization
Precedent:Sets precedent that AI-generated code is first-class citizen if tests pass
Consequences:Real process change - less time in review, more investment required in comprehensive tests
Timing:Now because AI tools mature enough and have proof points (Cedric, Research team successes)

People Involved

Greg Kurtzer, Cedric

Source

reflection

AI Confidence

85%

Related Context

🎥
Greg 1:1

fathom

The PR process is shifting to prioritize automated test suites over human code review for AI-generated code. Rationale: If a comprehensive test suite passes, the code is considered production-ready, regardless of its origin.

Outcome

Communicated to eng leaders and understood. Will need reinforcing.

Rating: 4/5

Decision ID: 4f5f32d1-f572-48d8-aa1e-ff8cf7381754