Release Velocity & Deployment Pipeline Health Dashboard

Helix Systems · 34 Production Services · Last 90 Days

Deployment Frequency

4.2

deploys/day

+12%

Lead Time P95

58h

hours

-35%

Change Failure Rate

3.8%

of deployments

+0.4pp

MTTR P50 (P0)

47m

minutes

-8%

Flaky Test Rate

6.8%

integration-smoke

Above threshold

Cache Hit Rate

76%

of CI runs

+5%

Pipeline Stage Duration Breakdown

Average CI run time: 18.4 minutes

Lead Time Trend (P50/P95)

Week 7 spike: Large mono-repo batch (3,400 LOC) pushed P95 to 89h

Change Failure Rate by Service

MTTR by Severity

Deployment Frequency by Service

Rollback Rate by Author Cohort × Service (%)

auth-service

api-gateway

payments-worker

analytics-stream

data-ingest

notification-svc

0-6 months

8.2

5.4

12.1

6.8

4.2

5.9

6-18 months

3.1

2.4

7.2

3.8

1.9

2.7

18+ months

1.2

0.8

2.1

1.4

0.6

1.1

Junior engineers (0-6mo) show 3-4× higher rollback rates; payments-worker requires targeted mentoring.

Environment Promotion Duration

Deployment Batch Size (LOC)

Recent Deployments (Last 10)

Service	Deploy Date	Batch Size (LOC)	Lead Time	Pipeline Duration	Status
api-gateway	2024-01-15 14:23	342	18.2h	16m	Success
data-ingest	2024-01-15 11:47	189	12.4h	21m	Success
payments-worker	2024-01-14 16:12	527	36.8h	19m	Rollback
notification-svc	2024-01-14 09:34	276	22.1h	14m	Success
analytics-stream	2024-01-13 15:58	412	28.3h	23m	Success
auth-service	2024-01-12 10:22	158	48.7h	17m	Success
api-gateway	2024-01-11 13:45	294	15.9h	15m	Success
mono-repo-core	2024-01-07 08:12	3,400	89.2h	34m	Rollback
data-ingest	2024-01-06 14:29	221	19.4h	20m	Success
notification-svc	2024-01-05 11:03	308	24.6h	18m	Success