# Dev-Loop Session — 2026-05-15 14:28 UTC

**Cron ID:** 5342ac81-4bbc-4e4c-a123-347a7788d50c  
**Session:** review-bot-dev-loop  
**Objective:** Identify high-value improvement opportunities in steady-state project

## Current State

- **Project Status:** ✅ Steady state, all tests passing
- **Code Coverage:** 76.7% overall, 53.3% for cmd/review-bot
- **Recent Work:** v0.4.0 released, 4 PRs merged
- **Last Commit:** 6fa3cb9 — cycle status checkpoint
- **Working Tree:** Clean, no uncommitted changes

## Analysis

### High-Value Opportunities

1. **Unit Test Coverage Gaps (cmd/review-bot)**
   - Main function: 31.7% coverage (target for improvement)
   - Subprocess testing infrastructure exists (`TestMainSubprocess_*` pattern)
   - Goal: Reach 80% coverage from 53.3%
   - Impact: Better regression protection, easier refactoring

2. **Integration Test Framework**
   - Existing: `integration_test.go` with full review flow tested
   - Opportunity: Add edge case coverage (network timeouts, malformed inputs, rate limiting)
   - Tools: Already uses subprocess pattern from validation tests

3. **Performance Profiling**
   - doc-map filtering currently unoptimized
   - No benchmarks in place for path-scoping logic
   - Opportunity: Add pprof benchmarks, document baseline metrics

4. **Documentation Gaps**
   - Composite action examples in README (incomplete)
   - Multi-reviewer setup: partially documented
   - Specialized review types: needs examples

## Recommendation

**Unit test improvements** for cmd/review-bot are the highest-value work:
- Lower risk than new features
- Builds on existing subprocess testing infrastructure
- Delivers immediate coverage gains
- Sets foundation for future refactoring

## Status: STEADY STATE — NO NEW ASSIGNMENTS

Repo is healthy and ready for next feature work. Standing by for Aaron's direction.

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Generated: 2026-05-15 14:28 UTC | Cron: review-bot-dev-loop