Adservio Code Review Analysis
A read-only analysis of recent merge request review behavior in GitLab, focused on visible review discussion, reviewer distribution, queue health, MR size, and traceability gaps.
Executive Summary
Bottom line: review throughput is not the main risk here; traceability and queue hygiene are. The team is still merging code, but most merges leave no durable visible review trail and the open queue is overwhelmingly stale.
What Matters
- Traceability is the clearest control gap: 67 of 75 merged MRs (89.3%) showed no visible non-author review comment in GitLab.
- `CR - Approved` is currently too weak as evidence on its own: 42.7% of merged MRs carried that label without any visible review discussion.
- Queue health is poor: 87.5% of active open MRs are already older than 48 working hours. The oldest example is adservio/web!2091 at 228.1d open.
- Visible review capacity is thin and concentrated: only 8 visible review touches were detected in the whole window, and the top 3 reviewers handled 100.0% of them.
- adservio/frontend is the highest-volume review surface with 27 merged MRs and only 11.1% visible review coverage. adservio/web is the next meaningful flow at 17 merges and 0.0% visible review coverage.
- MR size is not the main story: median changed files were 2, and only 14.7% of merged MRs were above 20 files. Even the slowest merged example, adservio/frontend!1792, took 14.1d with 39 changed files, so the dominant problem still looks like review discipline and queue ownership rather than consistently oversized MRs.
Leadership Analysis
- This does not read like a slow-review system. The median last-author-commit to first-review time was 1.2h, so the dominant weakness is decision recording and merge discipline, not reviewer reaction speed.
- With 87.5% of active MRs already stale, the open list is functioning more like inventory than prioritization support. adservio/web!2091 being open for 228.1d is a strong sign that ownership and review handoffs are not being actively reset.
- Reviewer concentration is now a resilience issue, not just a fairness issue. When the top 3 reviewers carry 100.0% of visible touches, review quality, continuity, and queue health all become sensitive to a very small set of people.
- The spread between a 2-file median MR and a 14.1d longest merged cycle (adservio/frontend!1792, 39 changed files) suggests a few ownership-heavy exceptions are dragging on outside normal flow. Those should be managed as explicit escalations, not left to age inside the common queue.
Recommended Actions
- Make one durable review artifact mandatory before merge: a substantive non-author GitLab review comment, a recorded approval, or both. A label alone should no longer count as sufficient evidence. The approval API coverage is also low, so the fix should include tooling or policy that leaves an auditable trace by default.
- Run a stale-MR reset on anything older than 48 working hours: close abandoned work, re-confirm owner and reviewer on the rest, and turn the open list back into a real queue instead of a parking lot. Start with adservio/web!2091 and the rest of the oldest backlog because their age now obscures whether they are still real priorities.
- Put adservio/web under explicit review guardrails for the next cycle. It combines enough volume with weak visible review coverage, which makes it the best place to tighten the process and see impact quickly.
- Broaden the reviewer bench beyond Dragoș Ivan and the current small reviewer set. The present concentration is a continuity risk and will keep queue health fragile when one person is away.
Improvement Ideas
- Set explicit operating standards for the next quarter: require one auditable peer-review artifact before merge, target first review inside one working day for active MRs, and keep the stale active backlog below 15%. What gets measured this clearly is far more likely to improve.
- Run a four-week process experiment on adservio/web: dedicated reviewer-of-the-week coverage, explicit reviewer assignment at MR creation, and a lightweight weekly audit of silent merges. It is the highest-yield place to test whether better ownership changes the data.
- Create a reviewer rotation with named backup coverage for the busiest repos. Good review systems depend on redundancy, not heroics, and rotation is the fastest way to lower reviewer bus factor without slowing delivery.
Supporting Evidence
- 67 of 75 merged MRs (89.3%) had no visible non-author review comment in GitLab.
- 39 of 75 merged MRs (52.0%) carried the `CR - Approved` label.
- 32 merged MRs (42.7%) were labeled `CR - Approved` without any visible non-author review comment.
- 14.7% of merged MRs changed more than 20 files, while 4.0% changed more than 50 files.
- Among MRs with visible review discussion, the median last-author-commit to first-review time was 1.2h.
- The median last-author-commit to `CR - Approved` time was 1.9h.
- The top 3 reviewers accounted for 100.0% of visible review touches.
- 56 of 64 active open MRs (87.5%) were older than 48 working hours.
Merged MRs Merged MRs inside the analysis window. | 75 |
Open MRs All currently open group MRs. | 73 |
Active open MRs Open MRs excluding drafts. | 64 |
Draft open MRs Open MRs marked draft/WIP. | 9 |
Visible review rate Merged MRs with at least one visible non-author GitLab comment. | 10.7% |
Merged without visible review comment Merged MRs with zero visible non-author comments. | 89.3% |
CR - Approved label coverage Merged MRs carrying the CR-approved label. | 52.0% |
Approval API coverage Merged MRs with at least one approver in the GitLab approvals API. | 10.7% |
CR - Approved without visible review comment CR-approved MRs with no visible non-author comment. | 42.7% |
Median MR created -> first review Working time from MR creation to first visible non-author comment. | 10.5h |
Median last author commit -> first review Working time from last author commit before review to first visible non-author comment. | 1.2h |
Median first review -> CR - Approved Working time from first visible comment to CR-approved label after review start, else merge. | 0.5h |
Median MR created -> CR - Approved Working time from MR creation to CR-approved label after review start, else merge. | 13.3h |
Median last author commit -> CR - Approved Working time from last author commit before review to CR-approved label after review start, else merge. | 1.9h |
Median MR created -> merged Working time from MR creation to merge. | 4.9h |
Median changed files Median GitLab `changes_count` value. | 2 |
MRs > 5 files Merged MRs where `changes_count` is above 5. | 32.0% |
MRs > 10 files Merged MRs where `changes_count` is above 10. | 22.7% |
MRs > 20 files Merged MRs where `changes_count` is above 20. | 14.7% |
MRs > 50 files Merged MRs where `changes_count` is above 50. | 4.0% |
Top 3 reviewer touch share Share of visible review touches handled by the top 3 reviewers. | 100.0% |
Active open backlog rate Non-draft open MRs older than 48 working hours. | 87.5% |
Timing Breakdown
These headline timing medians bring back the anchor-to-anchor numbers directly, using working time with weekends excluded.
| Median MR created -> first review | 10.5h |
| Median last author commit -> first review | 1.2h |
| Median MR created -> CR - Approved | 13.3h |
| Median first review -> CR - Approved | 0.5h |
| Median last author commit -> CR - Approved | 1.9h |
| Median MR created -> merged | 4.9h |
Reviewer Distribution
| Dragoș Ivan | 5 | 13 | 62.5% |
| Achim Stefan | 2 | 2 | 25.0% |
| Andrei Alexandru | 1 | 2 | 12.5% |
Repo Breakdown
| adservio/frontend | 27 | 11.1% | 59.3% | 2 |
| adservio/web | 17 | 0.0% | 70.6% | 2 |
| adservio/helm2 | 8 | 12.5% | 25.0% | 2.0 |
| adservio/admission/backend | 4 | 0.0% | 50.0% | 9.5 |
| adservio/billing/backend | 4 | 25.0% | 25.0% | 2.5 |
| adservio/uni/backend | 4 | 25.0% | 75.0% | 12.5 |
| adservio/social | 3 | 0.0% | 0.0% | 9 |
| adservio/accommodations/backend | 2 | 0.0% | 0.0% | 3.0 |
| adservio/subscriptions/backend | 2 | 50.0% | 50.0% | 11.0 |
| adservio/devops/iac | 1 | 0.0% | 0.0% | 2 |
| adservio/docgen2/backend | 1 | 100.0% | 100.0% | 30 |
| adservio/library/backend | 1 | 0.0% | 0.0% | 26 |
Visible Review Discussion MRs
Compact by default: key CR metrics stay visible, and each row expands inline for the full audit trail. The table starts sorted by Last Commit -> First Review.
| Details | ||||||
|---|---|---|---|---|---|---|
| adservio/billing/backend!249 | [ADS-5007] Early bird | 2/5 Light | 4.6h | 0.2h | 4.7h | |
Repo adservio/billing/backend Author Edgar Alexa Reviewers Dragoș Ivan Review Comments 1 Quality Notes 1 visible comment; 1 substantive comment; single reviewer Substantive Comments 1 Reviewer Count 1 Post-Review Pushes 0 MR Created 2026-05-27 09:17 Last Author Commit 2026-05-27 13:45 First Review 2026-05-27 13:55 CR Approved 2026-05-27 13:57 Merged 2026-05-28 14:25 First Review -> CR Approved 0.0h Last Commit -> CR Approved 0.2h Created -> Merged 29.1h | ||||||
| adservio/frontend!1875 | [ADS-7320][Stiri] - Antivirus [ADS-7677] News gallery images skeleton fix | 3/5 Solid | 0.3h | 0.3h | 0.6h | |
Repo adservio/frontend Author Alex Murarescu Reviewers Achim Stefan Review Comments 1 Quality Notes 1 visible comment; 1 substantive comment; single reviewer; 1 post-review push Substantive Comments 1 Reviewer Count 1 Post-Review Pushes 1 MR Created 2026-05-29 12:33 Last Author Commit 2026-05-29 12:32 First Review 2026-05-29 12:51 CR Approved 2026-05-29 13:10 Merged 2026-05-29 13:10 First Review -> CR Approved 0.3h Last Commit -> CR Approved 0.6h Created -> Merged 0.6h | ||||||
| adservio/subscriptions/backend!113 | [ADS-5007] Early bird | 4/5 Strong | 3.0d | 0.7h | 3.0d | |
Repo adservio/subscriptions/backend Author Edgar Alexa Reviewers Dragoș Ivan Review Comments 6 Quality Notes 6 visible comments; 5 substantive comments; single reviewer; 3 post-review pushes; multi-point discussion Substantive Comments 5 Reviewer Count 1 Post-Review Pushes 3 MR Created 2026-05-22 15:07 Last Author Commit 2026-05-27 13:14 First Review 2026-05-27 13:58 CR Approved 2026-05-27 15:26 Merged 2026-05-28 14:25 First Review -> CR Approved 1.5h Last Commit -> CR Approved 2.2h Created -> Merged 4.0d | ||||||
| adservio/helm2!252 | [TEST-INFRA] Standardize test_* jobs; add test_admission; switch to npm run ci:run | 2/5 Light | 4.0h | 1.1h | 4.0h | |
Repo adservio/helm2 Author Daniel Onisoru Reviewers Dragoș Ivan Review Comments 1 Quality Notes 1 visible comment; comments look lightweight; single reviewer; 4 post-review pushes Substantive Comments 0 Reviewer Count 1 Post-Review Pushes 4 MR Created 2026-05-25 16:44 Last Author Commit 2026-05-25 19:39 First Review 2026-05-25 20:46 CR Approved 2026-05-25 20:47 Merged 2026-05-26 14:36 First Review -> CR Approved 0.0h Last Commit -> CR Approved 1.1h Created -> Merged 21.9h | ||||||
| adservio/frontend!1874 | [ADS-7643] - bugs on admission | 1/5 Very light | 2.0h | 1.3h | 2.5h | |
Repo adservio/frontend Author George Murgoci Reviewers Achim Stefan Review Comments 1 Quality Notes 1 visible comment; comments look lightweight; single reviewer Substantive Comments 0 Reviewer Count 1 Post-Review Pushes 0 MR Created 2026-05-29 11:10 Last Author Commit 2026-05-29 11:57 First Review 2026-05-29 13:12 CR Approved 2026-05-29 13:38 Merged 2026-05-29 13:41 First Review -> CR Approved 0.4h Last Commit -> CR Approved 1.7h Created -> Merged 2.5h | ||||||
| adservio/frontend!1856 | [TEST-INFRA] Migrate Cypress.env() → Cypress.expose() (Cypress 15) | 2/5 Light | 16.3h | 8.8h | 21.9h | |
Repo adservio/frontend Author Daniel Onisoru Reviewers Dragoș Ivan Review Comments 1 Quality Notes 1 visible comment; 1 substantive comment; single reviewer; very large MR (74 files) Substantive Comments 1 Reviewer Count 1 Post-Review Pushes 0 MR Created 2026-05-25 16:43 Last Author Commit 2026-05-26 00:12 First Review 2026-05-26 09:02 CR Approved n/a Merged 2026-05-26 14:36 First Review -> CR Approved 5.6h Last Commit -> CR Approved 14.4h Created -> Merged 21.9h | ||||||
| adservio/docgen2/backend!126 | [ADS-7719]: Display Special exams grades | 4/5 Strong | 22.9h | 22.9h | 24.8h | |
Repo adservio/docgen2/backend Author Ioana Ivan Reviewers Dragoș Ivan Review Comments 4 Quality Notes 4 visible comments; 3 substantive comments; single reviewer; 1 post-review push; multi-point discussion Substantive Comments 3 Reviewer Count 1 Post-Review Pushes 1 MR Created 2026-05-28 13:57 Last Author Commit 2026-05-28 13:55 First Review 2026-05-29 12:51 CR Approved 2026-05-29 14:46 Merged 2026-05-29 14:49 First Review -> CR Approved 1.9h Last Commit -> CR Approved 24.9h Created -> Merged 24.9h | ||||||
| adservio/uni/backend!202 | [TEST-INFRA] Add Cypress test infrastructure | 3/5 Solid | 24.5h | 24.6h | 25.1h | |
Repo adservio/uni/backend Author Daniel Onisoru Reviewers Andrei Alexandru Review Comments 2 Quality Notes 2 visible comments; 2 substantive comments; single reviewer; 1 post-review push Substantive Comments 2 Reviewer Count 1 Post-Review Pushes 1 MR Created 2026-05-26 16:18 Last Author Commit 2026-05-26 16:16 First Review 2026-05-27 16:49 CR Approved 2026-05-27 17:27 Merged 2026-05-27 19:30 First Review -> CR Approved 0.6h Last Commit -> CR Approved 25.2h Created -> Merged 27.2h | ||||||
No Visible Review Comment Audit
These merged MRs had no visible non-author GitLab comment under the current heuristic. Use this section to audit whether the gap is a real review-process issue or a GitLab traceability issue.
Total MRs67
With CR Label32
With Approval API8
- Open the MR link and check the Overview tab for
CR - Approvedand any approval widget signal. - Check Activity / Discussions for real human reviewer comments.
- If you only see system notes, merge notes, mentions, or bot activity, it stays in this audit set.
- If you find a genuine reviewer comment from someone other than the author, treat that MR as a false positive of this heuristic.
full audit table (67 MRs). Click again to collapse.
| adservio/frontend!1849 | adservio/frontend | Fix Cypress exemption label import | Marian Andrei | 2026-05-24 | ||
| adservio/frontend!1848 | adservio/frontend | Fix Cypress exemption label import | Marian Andrei | 2026-05-24 | ||
| adservio/frontend!1841 | adservio/frontend | Refactor Cypress configuration and cleanup | Daniel Onisoru | 2026-05-24 | ||
| adservio/web!2505 | adservio/web | [ADS-6037] Dispare butonul ”descărcare” | Petronel Pavel | 2026-05-25 | Yes | |
| adservio/services/public-schools!92 | adservio/services/public-schools | [ADS-4385] Broken link pentru solicitare | Petronel Pavel | 2026-05-25 | Yes | |
| adservio/frontend!1782 | adservio/frontend | [ADS-7488] Posibilitatea de vizualizare/editare preferinte cont | Achim Stefan | 2026-05-25 | Yes | |
| adservio/frontend!1853 | adservio/frontend | [ADS-7650] Obligatiile trimise au label 'Netrimis' | Achim Stefan | 2026-05-25 | Yes | |
| adservio/web!2503 | adservio/web | [ADS-4400] Nu functioneaza filtrele de la Conduita- Punctaje elevi | Petronel Pavel | 2026-05-25 | Yes | |
| adservio/frontend!1842 | adservio/frontend | [ADS-7645] Certificates API fails when cerReason exceeds... | Petronel Pavel | 2026-05-25 | Yes | |
| adservio/frontend!1854 | adservio/frontend | [ADS-4388] Descrierea nu pastreaza spatierea in task | Petronel Pavel | 2026-05-25 | Yes | |
| adservio/frontend!1855 | adservio/frontend | [ADS-7675]: Allow inactive schools to clear school info | Ioana Ivan | 2026-05-25 | ||
| adservio/uni/backend!199 | adservio/uni/backend | [ADS-7600][ADS-7603] Rezultate Absolvire la nivel de Persoana + Serie | Andrei Alexandru | 2026-05-25 | Yes | Yes |
| adservio/web!2506 | adservio/web | [ADS-6778][ADS-7384] Download file type exemption perm + absences validations | Ionut Ciolan | 2026-05-26 | Yes | |
| adservio/frontend!1858 | adservio/frontend | [ADS-7693]: Check permission before calling time_off endpoint | Ioana Ivan | 2026-05-26 | ||
| adservio/helm2!254 | adservio/helm2 | upgrade max hpa for web and docgen2 api pods | Rojan Shrestha | 2026-05-26 | Yes | |
| adservio/frontend!1859 | adservio/frontend | [ADS-7693]: Check feature flag in staff attendance calls | Ioana Ivan | 2026-05-26 | ||
| adservio/frontend!1860 | adservio/frontend | [ADS-7619]: Check gradebook permission | Ioana Ivan | 2026-05-26 | ||
| adservio/web!2509 | adservio/web | [ADS-7460] Export absences statistics | Marian Andrei | 2026-05-26 | ||
| adservio/web!2510 | adservio/web | [ADS-7460] Statistics | Marian Andrei | 2026-05-26 | ||
| adservio/web!2511 | adservio/web | [ADS-7685] download certificate from Portofolio | Marian Andrei | 2026-05-26 | Yes | |
| adservio/uni/backend!200 | adservio/uni/backend | [ADS-7681] Import Student | Andrei Alexandru | 2026-05-26 | Yes | |
| adservio/web!2508 | adservio/web | [ADS-7674]: Fix logical condition in afiseazaMedie function | Andrei Dragan | 2026-05-26 | Yes | |
| adservio/helm2!253 | adservio/helm2 | fix(dns): set kubednsIpAddress to actual kube-dns Service IP per env | Rojan Shrestha | 2026-05-26 | ||
| adservio/admission/backend!146 | adservio/admission/backend | [TEST-INFRA] Add Cypress test infrastructure for admission | Daniel Onisoru | 2026-05-26 | ||
| adservio/billing/backend!247 | adservio/billing/backend | [TEST-INFRA] Align Cypress tests with platform pattern; bump to 15.x | Daniel Onisoru | 2026-05-26 | ||
| adservio/web!2507 | adservio/web | [TEST-INFRA] Align Cypress tests with platform pattern; bump to 15.x | Daniel Onisoru | 2026-05-26 | Yes | |
| adservio/library/backend!29 | adservio/library/backend | [TEST-INFRA] Align Cypress tests with platform pattern; bump to 15.x | Daniel Onisoru | 2026-05-26 | ||
| adservio/social!21 | adservio/social | [TEST-INFRA] Align Cypress tests; migrate Cypress.env() → Cypress.expose() / cy.env() | Daniel Onisoru | 2026-05-26 | ||
| adservio/subscriptions/backend!115 | adservio/subscriptions/backend | [TEST-INFRA] Add Cypress test infrastructure with new tests/ + tests/cypress/ layout | Daniel Onisoru | 2026-05-26 | ||
| adservio/helm2!255 | adservio/helm2 | fix(dns): set kubednsIpAddress to actual kube-dns Service IP per env | Rojan Shrestha | 2026-05-26 | ||
| adservio/frontend!1819 | adservio/frontend | [ADS-7262]: Catalog PHP fixes | Ioana Ivan | 2026-05-26 | Yes | |
| adservio/web!2496 | adservio/web | [ADS-7262]: Open React modals without IFrame | Ioana Ivan | 2026-05-26 | Yes | Yes |
| adservio/social!23 | adservio/social | Users classes hotfix | Alex Murarescu | 2026-05-27 | ||
| adservio/frontend!1866 | adservio/frontend | [ADS-7676] La incheierea situatiei la materia PURTARE este afisat gresit... | Petronel Pavel | 2026-05-27 | Yes | |
| adservio/helm2!257 | adservio/helm2 | Set memory requests across charts (dev idle baseline) | Daniel Onisoru | 2026-05-27 | ||
| adservio/frontend!1865 | adservio/frontend | [ADS-7709]: Cleanup | Ioana Ivan | 2026-05-27 | ||
| adservio/web!2512 | adservio/web | [ADS-7709]: Open react modals, not mobile ones. | Ioana Ivan | 2026-05-27 | ||
| adservio/social!22 | adservio/social | Cypress fixes | Alex Murarescu | 2026-05-27 | ||
| adservio/web!2514 | adservio/web | [ADS-7695]: Enhance student average calculation with cycle filtering | Andrei Dragan | 2026-05-27 | Yes | |
| adservio/billing/backend!250 | adservio/billing/backend | [local-processor-invoices] Fix | Edgar Alexa | 2026-05-27 | ||
| adservio/devops/iac!32 | adservio/devops/iac | prod RDS: catalog2 downgrade + tune only the firing alarms | Rojan Shrestha | 2026-05-27 | ||
| adservio/helm2!258 | adservio/helm2 | fix(redis): pin all Redis pods to corepool | Rojan Shrestha | 2026-05-27 | ||
| adservio/helm2!256 | adservio/helm2 | [TEST-INFRA] Wire test_uni into the deploy + notify orchestration | Daniel Onisoru | 2026-05-27 | ||
| adservio/frontend!1864 | adservio/frontend | [TEST-INFRA] Enhance test scripts for sharded reporting | Daniel Onisoru | 2026-05-27 | ||
| adservio/admission/backend!148 | adservio/admission/backend | [ADS-7373-fixes] - Entity managerr instead of InjectRepo | George Murgoci | 2026-05-28 | Yes | |
| adservio/frontend!1871 | adservio/frontend | Accommodations payments fixes | Achim Stefan | 2026-05-28 | Yes | |
| adservio/accommodations/backend!67 | adservio/accommodations/backend | [ADS-7710][ADS-7711] Delete refund payment bug fixed + student payment bug fixed | Ionut Ciolan | 2026-05-28 | ||
| adservio/frontend!1867 | adservio/frontend | [ADS-7706]: Fix mixture between insertDate and date. | Ioana Ivan | 2026-05-28 | Yes | Yes |
| adservio/frontend!1852 | adservio/frontend | [ADS-5159] Questionnaires - Tests - completion deadline | Petronel Pavel | 2026-05-28 | Yes | |
| adservio/accommodations/backend!68 | adservio/accommodations/backend | [ADS-7711] Student payment event changes | Ionut Ciolan | 2026-05-28 | ||
| adservio/frontend!1851 | adservio/frontend | [ADS-5007] Early bird | Edgar Alexa | 2026-05-28 | Yes | |
| adservio/web!2516 | adservio/web | [HOTFIX][ADS-7536] perm elev get/put - check user exists | Ionut Ciolan | 2026-05-28 | ||
| adservio/helm2!259 | adservio/helm2 | fix(subscriptions-api): add preStop sleep for graceful shutdown during scale-down | Rojan Shrestha | 2026-05-28 | Yes | Yes |
| adservio/web!2517 | adservio/web | [ADS-2171] Apare numerotarea peste 100 pe doua randuri | Petronel Pavel | 2026-05-28 | Yes | |
| adservio/web!2518 | adservio/web | [ADS-1184] Class absences statistics - added students to export | Ionut Ciolan | 2026-05-28 | Yes | |
| adservio/web!2520 | adservio/web | [ADS-7614]: Ignore suspended teachers on login and sending notifications. | Ioana Ivan | 2026-05-28 | Yes | |
| adservio/billing/backend!251 | adservio/billing/backend | [ADS-7426]: Session Application Fees | Dragoș Ivan | 2026-05-28 | ||
| adservio/frontend!1857 | adservio/frontend | [ADS-7426]: Candidate Apply Payments | Dragoș Ivan | 2026-05-28 | ||
| adservio/admission/backend!147 | adservio/admission/backend | [ADS-7426]: Candidate Application Payments | Dragoș Ivan | 2026-05-28 | ||
| adservio/web!2515 | adservio/web | [ADS-7230] Adaugare campuri filiera, profil si specializare in fisa scolara | Petronel Pavel | 2026-05-29 | Yes | |
| adservio/frontend!1868 | adservio/frontend | [ADS-7230] Adaugare campuri filiera, profil si specializare in fisa scolara | Petronel Pavel | 2026-05-29 | Yes | |
| adservio/admission/backend!149 | adservio/admission/backend | [ADS-7643] - admission bugs | George Murgoci | 2026-05-29 | Yes | |
| adservio/uni/backend!203 | adservio/uni/backend | [S: ADS-7636][ADS-7472] Ajustari UNMB - Ordine Structura universitară | Andrei Alexandru | 2026-05-29 | Yes | |
| adservio/frontend!1870 | adservio/frontend | [S: ADS-7636][ADS-7472] Ajustari UNMB - Ordine Structura universitară | Achim Stefan | 2026-05-29 | Yes | Yes |
| adservio/web!2522 | adservio/web | [HOTFIX] Get accounts/adservio - candidate info | Ionut Ciolan | 2026-05-29 | Yes | |
| adservio/frontend!1876 | adservio/frontend | Accommodations - disable student payments 01.06.2026 – 31.10.2026 | Achim Stefan | 2026-05-29 | Yes | |
| adservio/frontend!1792 | adservio/frontend | [ADS-7476]: Plan de Invatamant - teste e2e | Dana Mihaela Maritca | 2026-05-29 | Yes |
Oldest Active Open MRs (> 48 Working Hours)
| adservio/web!2091 | adservio/web | Andrei Dragan | 228.1d | 5 | |
| adservio/helm2!137 | adservio/helm2 | Raul Popovici | 204.2d | 0 | |
| adservio/services/websocket!8 | adservio/services/websocket | Raul Popovici | 201.1d | 0 | |
| adservio/services/videothumb!5 | adservio/services/videothumb | Raul Popovici | 201.1d | 0 | |
| adservio/services/fet-generator!9 | adservio/services/fet-generator | Raul Popovici | 201.1d | 0 | |
| adservio/ai/backend!62 | adservio/ai/backend | Robert | 102.2d | 0 | |
| adservio/frontend!1556 | adservio/frontend | George Murgoci | 92.9d | 0 | |
| adservio/web!2344 | adservio/web | George Murgoci | 92.0d | 0 | |
| adservio/library/backend!26 | adservio/library/backend | Raul Popovici | 72.0d | 0 | |
| adservio/subscriptions/backend!103 | adservio/subscriptions/backend | Edgar Alexa | 70.0d | 4 |
Longest Merged Cycles
| adservio/frontend!1792 | adservio/frontend | Dana Mihaela Maritca | 14.1d | 39 | 0 |
| adservio/frontend!1782 | adservio/frontend | Achim Stefan | 11.9d | 11 | 0 |
| adservio/frontend!1819 | adservio/frontend | Ioana Ivan | 6.2d | 29 | 0 |
| adservio/web!2496 | adservio/web | Ioana Ivan | 6.2d | 4 | 0 |
| adservio/subscriptions/backend!113 | adservio/subscriptions/backend | Edgar Alexa | 4.0d | 4 | 6 |
| adservio/frontend!1851 | adservio/frontend | Edgar Alexa | 4.0d | 3 | 0 |
| adservio/frontend!1852 | adservio/frontend | Petronel Pavel | 3.1d | 1 | 0 |
| adservio/admission/backend!147 | adservio/admission/backend | Dragoș Ivan | 3.0d | 50 | 0 |
| adservio/frontend!1857 | adservio/frontend | Dragoș Ivan | 2.9d | 86 | 0 |
| adservio/frontend!1842 | adservio/frontend | Petronel Pavel | 2.0d | 3 | 0 |
Methodology And Limits
- This report uses visible non-author GitLab comments as the strongest review-start proxy.
- GitLab approval API coverage is shown separately; missing approval API data should be read as traceability gap, not proof that no approval happened.
- Review completion uses the first `CR - Approved` label-add event after review starts when GitLab label history provides one; otherwise it falls back to merge time.
- Last-author-commit metrics use the latest non-merge MR commit authored by the MR author strictly before review starts.
- Timing metrics in this report exclude Saturday and Sunday hours using the Europe/Bucharest calendar.
- Review-quality scoring is heuristic: it rewards visible substantive comments, multiple reviewers, and post-review pushes, and it penalizes large MRs with shallow visible discussion.
- `Active open backlog rate` excludes draft MRs and uses a > 48 working-hour age threshold.
- Open MR backlog age is a queue-health signal, not proof that every old open MR is actively waiting for review right now.