Sample engineering impact reportacme/order-platform

90-day window · 14-day churn · 161 commits analyzed

Stabilization
38.6%
66 of 171 files
Velocity trend
+132%
accelerating
Single-pass PRs
94%
34 PRs merged
Cascade rate
30%
depth 2.0
Headline finding

Faster delivery, less stable code

Commit velocity accelerated 132% across the window while the stabilization ratio dropped. Single-pass PRs at 94% means code clears review easily, but 61% of touched files needed rework within 14 days. The review bar isn't catching what the churn is measuring.

Delivery timeline

Every week tells a story

Stabilization dropped to 39% in the most recent week after a 54-commit burst. The volume spike shows in the bars; the durability drop shows in the line.

What and how it shipped

Composition of the work

Commit intent
161 commits across 5 intents
FEATURE9157%
FIX2415%
REFACTOR106%
CONFIG3320%
UNKNOWN32%
PR lifecycle
34 PRs merged
Median time to merge
36.8h
Median PR size
13 files · 679 lines
Single-pass rate
94%
Median review rounds
0.0
Stability map

Your repo has zones

Most volatile
  • internal/handlers0%
    3 files · 3 churn
  • internal/orders0%
    3 files · 3 churn
  • internal/message12%
    16 files · 14 churn
  • charts/order-platform14%
    7 files · 6 churn
  • internal/integrations16%
    45 files · 38 churn
  • internal/app33%
    3 files · 2 churn
Most stable
  • docs/flows100%
    7 files · 0 churn
  • pkg/metrics100%
    3 files · 0 churn
  • docs75%
    4 files · 1 churn
  • .github/workflows67%
    3 files · 1 churn

Directories with at least 3 files touched. Aggregation depth: 2.

How the code aged

Durability & correction cascades

Line survival rate
80%median age 30d

9,761 of 12,192 lines introduced in this window still exist at HEAD. Git blame at HEAD attributes lines back to the commits that wrote them.

Correction cascade rate
30%depth 2.0

38 of 128 trigger commits were followed by at least one FIX on shared files within 7 days. Almost a third of delivered work needed a follow-up.

Churn investigation

Name the files that cost you

FileTouchesLinesFixes
charts/order-platform/values.yaml401944
internal/app/application.go297383
internal/integrations/gateway/client.go241,9670
charts/order-platform/Chart.yaml24960
internal/orders/processor.go231,8761
pkg/config/config.go182730
charts/order-platform/environments/eu/values.yaml181714
internal/orders/events.go175303

Ranked by touches within the analysis window. Fixes count = FIX-intent commits on the same file.

Run it yourself

See your own numbers

Everything on this page came from a real DevXOS run. Point the CLI at your repo and get the same report in minutes — local, reproducible, no servers.

$ curl -fsSL https://devxos.ai/install.sh | sh

Python 3.11+ · Git · Zero dependencies