Telemetry from ai_reviews
Explore risk patterns, rerun behavior, and review outcomes for your filtered pull requests.
Start here for a quick health snapshot, then use the grouped sections below to inspect root causes and trends.
Avg PR risk
35.5
Re-review rate
21.8%
Avg runs / PR
1.53
Eventual approval
54.5%
Automatically detected patterns that may need triage or process adjustments.
Large PR alert: PRs with diff > 10 KB or > 10 files — consider splitting
39Repeat offender: Developers with 3+ consecutive CHANGES_REQUESTED
1Clean streak: Developers with 5+ consecutive APPROVED reviews
2Vulnerability hotspot: Repos with critical + high vulnerabilities
8Distribution, trend, and correlation charts to explain what drives risk and blocking outcomes.
Read this section from top to bottom: transition patterns, cohort progression, and remaining blockers by rerun index.
Most common verdict changes between consecutive runs for the same PR.
| From | To | Count |
|---|---|---|
| APPROVED | APPROVED | 14 |
| CHANGES_REQUESTED | APPROVED | 12 |
| CHANGES_REQUESTED | CHANGES_REQUESTED | 11 |
| APPROVED | CHANGES_REQUESTED | 6 |
| CHANGES_REQUESTED | UNKNOWN | 1 |
| APPROVED | UNKNOWN | 1 |
Sorted by highest risk. At most 25 rows; scoped to your current filters.
PR · Title | Repo | Author | Risk |
|---|---|---|---|
#406 |
Cache opportunity: PRs with 0 cache read tokens — investigate cache misses
Truncation risk: PRs with truncated diffs — review quality may be degraded
4Tracks the share of PRs approved on run 1, run 2, or run 3+ by first run week.
| Cohort week | Approved by run1 | Approved by run2 | Approved by run3+ |
|---|---|---|---|
| 2026-06-29 | 29 | 4 | 0 |
| 2026-07-06 | 19 | 2 | 1 |
Percentage of PRs that remain blocking after each rerun index.
| Run index | Still blocking | Observed PRs | Still blocking % |
|---|---|---|---|
| Run 1 | 95 | 101 | 94.1% |
| Run 2 | 20 | 22 | 90.9% |
| Run 3 | 9 | 12 | 75% |
| Run 4 | 6 | 7 | 85.7% |
| Run 5 | 3 | 3 | 100% |
| Run 6 | 1 | 1 | 100% |
| Run 7 | 1 | 1 | 100% |
| Run 8 | 1 | 1 | 100% |
| Run 9 | 1 | 1 | 100% |
| Run 10 | 1 | 1 | 100% |
| Run 11 | 1 | 1 | 100% |
| Run 12 | 1 | 1 | 100% |
| Run 13 | 1 | 1 | 100% |
| Run 14 | 1 | 1 | 100% |
| Run 15 | 1 | 1 | 100% |
| nextgeni/arro-portfolio-service |
| Muhammad Asadullah |
| 85 |
#255Production | revibe-me/revibe-admin | Ammad Khan | 85 |
| CVP/cvp-mobile-api | Fatima Nadeem (@fatima@orkofleet.com) | 85 |
#257Temp preprod | revibe-me/revibe-admin | Ammad Khan | 81 |
#104Dev | nextgeni/arro-tasks-manager | Muhammad Asadullah | 75 |
| revibe-me/revibe-backend | Roha | 75 |