Summary
Analysis of a 12-round RLCR session (implementation + review phase) revealed that while the methodology produced high-quality results with zero false positives and monotonic progress, 6 of 12 rounds were spent on integration-level defects that could have been batched into 2-3 rounds.
Observations
- Rounds 0-4 (mainline + correctness fixes) were dense and productive
- Rounds 5-11 each fixed exactly 1-2 narrow integration issues (argument defaults, HTTP config, dependency declarations, flag alignment)
- Every finding was genuine (zero false positives)
- The plan's acceptance criteria covered isolated component behavior but not integration surface requirements
- No round reverted or repeated work (monotonic progress)
Suggested Improvements
1. Require reviewers to batch findings by category
When a reviewer identifies an issue category (e.g., "backend integration compatibility"), they should scan the entire surface area for similar issues and report all in a single round. In the analyzed session, 6 rounds all found integration mismatches that could have been identified together.
2. Add mandatory "integration checklist" phase after mainline completion
Once mainline ACs are met, trigger a structured integration review covering: default values vs. existing callers, HTTP client configuration parity, dependency declarations, and flag/parameter alignment with the existing codebase.
3. Require exhaustive hit lists for cleanup tasks
When reviewers request cleanup tasks (e.g., removing terminology), they should provide complete scan results rather than examples. This eliminates partial-fix rework rounds.
4. Add "integration surface" section to plan template
Plans should enumerate: external dependencies, argument conventions that must match callers, networking defaults, and flag/configuration values. This section becomes a reviewable artifact alongside acceptance criteria.
5. Allow multi-issue fix rounds with per-finding test reporting
Group non-overlapping findings by category, fix all in one round, but report test results per-finding. Reduces overhead while maintaining attribution.
6. Simplify goal tracker for healthy sessions
When mainline verdict is consistently "advanced" with no deferrals or blocking issues, allow abbreviated tracker updates instead of the full template.
7. Front-load integration compatibility checks
Reviewers should explicitly check against existing codebase integration patterns in Round 0/1, not defer to later rounds.
What Worked Well
- Zero false positives across all review rounds
- Monotonic progress (no circular rework)
- Clear acceptance criteria with positive/negative tests
- Consistent summary format enabling easy cross-round comparison
- Finalize phase produced genuine simplifications
Summary
Analysis of a 12-round RLCR session (implementation + review phase) revealed that while the methodology produced high-quality results with zero false positives and monotonic progress, 6 of 12 rounds were spent on integration-level defects that could have been batched into 2-3 rounds.
Observations
Suggested Improvements
1. Require reviewers to batch findings by category
When a reviewer identifies an issue category (e.g., "backend integration compatibility"), they should scan the entire surface area for similar issues and report all in a single round. In the analyzed session, 6 rounds all found integration mismatches that could have been identified together.
2. Add mandatory "integration checklist" phase after mainline completion
Once mainline ACs are met, trigger a structured integration review covering: default values vs. existing callers, HTTP client configuration parity, dependency declarations, and flag/parameter alignment with the existing codebase.
3. Require exhaustive hit lists for cleanup tasks
When reviewers request cleanup tasks (e.g., removing terminology), they should provide complete scan results rather than examples. This eliminates partial-fix rework rounds.
4. Add "integration surface" section to plan template
Plans should enumerate: external dependencies, argument conventions that must match callers, networking defaults, and flag/configuration values. This section becomes a reviewable artifact alongside acceptance criteria.
5. Allow multi-issue fix rounds with per-finding test reporting
Group non-overlapping findings by category, fix all in one round, but report test results per-finding. Reduces overhead while maintaining attribution.
6. Simplify goal tracker for healthy sessions
When mainline verdict is consistently "advanced" with no deferrals or blocking issues, allow abbreviated tracker updates instead of the full template.
7. Front-load integration compatibility checks
Reviewers should explicitly check against existing codebase integration patterns in Round 0/1, not defer to later rounds.
What Worked Well