Dashboard

Real-time quality signal across every layer — IDE to production
Viewing as
Developer Tech Lead Manager Admin
Defect escape rate
3/ release
down from 14 in Dec
Quality gate pass rate
92%
+6 pt vs last month
Mean time to detect
40sec
−85% since IDE layer rollout
Open pull requests
3waiting
1 blocked on gate

Your pull requests

2 open
Pull requestSignalStatusUpdated
#482 Add coupon stacking logic for VIP tier Blocked Fix 3 call sites
#475 Refactor discount calculator Edge case flagged Merged

Issues in files you touched

discount.py:15
New required is_vip parameter breaks 3 callers in cart.py.
discount.py:17
combined_pct has no upper bound — flag if it can exceed 100.

Your gate pass rate (30 days)88%
Open #482
Defect escape rate
3/ release
down from 14 in Dec
Mean time to repair
3.1hr
target < 4h
PR cycle time (velocity)
14hr
target < 24h

Defect escape rate — last 8 months

The one technical signal a manager needs: fewer bugs are reaching customers, month over month.
3 / release
DecJanFebMar AprMayJunJul

Defect escape rate — bugs shipped to production per release

Every layer that catches a bug earlier pulls this line down. Shift-left is working.
8 months
Dec — 14 bugs/release Jan — 12 bugs/release Feb — 11 bugs/release Mar — 9 bugs/release Apr — 7 bugs/release May — 6 bugs/release Jun — 4 bugs/release Jul — 3 bugs/release 3 / release
DecJanFebMar AprMayJunJul

Quality gate — new code

“Clean as you code” — only this PR’s diff is judged, not the legacy backlog.
New bugs 0
New vulnerabilities 0
Secrets detected 0
Coverage on new code 84% / 80%
Security hotspots reviewed 1 open

Configure gate

Pipeline health — 5 layers, one feedback loop

Shift-left: the earlier a layer catches something, the cheaper it is to fix.
Full view
1
IDE
Linter + type check, real-time
< 1 sec
on device
2
Pre-commit
Format + lint on changed files
< 10 sec
on device
3
Pull request
SAST + tests + AI review, parallel
< 10 min
CI runner
4
Quality gate
Fail closed — no bypass, no admin override
instant
branch protection
5
Post-merge
Fuzz, dependency & prod monitoring
scheduled
daily job

Recent pull requests

View all
Pull requestSignalCoverageStatusUpdated
#482 Add coupon stacking logic for VIP tier
jinta → main
Blocked 92% Gate failed
#481 Migrate payments query to parameterized statement
worapoj → main
Needs review 88% Reviewer needed
#479 Use pathlib for report export path handling
nan.k → main
Suggestions only 95% Ready to merge
#478 Bump lodash 4.17.11 → 4.17.21 (CVE-2021-23337)
dependabot → main
Dependency fix Ready to merge
#475 Refactor discount calculator
jinta → main
Edge case flagged 90% Merged

Rules recently triggered

Manage
no-floating-promises 7 hits
B006 mutable-default-arg 4 hits
p/secrets 1 hit
no-unchecked-index 3 hits

System architecture

Four independent layers — swap the interface, the analysis engine, or the cloud provider without touching the rest.

Interface Service Data Infra
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