Now in Early Access

Engineering intelligence for the AI era

Measure what survives, not what ships. DevXOS analyzes your Git repos and reveals whether AI is making your code more durable — or just more. Detects Copilot, Claude, Cursor, Windsurf, and other AI tools automatically.

delivery-pulse.md

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StableModerateVolatileNo data

Is the code actually better — or just more?

Your team adopted AI coding tools. Commits increased. PRs are faster. Traditional metrics say things are great. But you can't see what's breaking underneath.

VelocityThroughputCycle time

→

StabilizationDurabilitySignal vs Noise

Proven on real data

Validated on an organization with 58 repos, 3,497 commits, and 1,211 merged PRs.

79% vs 64%

AI code stabilization vs human code

45%

of "human" commits match AI velocity patterns

100%

coupling detected across 4 client implementations

54 commits

burst explained by weekly timeline

How it works

1. Install

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

2. Run

$ devxos /path/to/repo --trend

3. Read

Get a Markdown report + JSON metrics with delivery pulse, churn investigation, and AI impact analysis.

Optional: Review PRs

$ devxos pr 42 --comment

Analyze any PR for AI composition, churn risk, and cascade risk. Posts insights as a PR comment.

17 analysis modules

Origin Classifier

AI Impact

Human / AI-Assisted / Bot attribution by tool (Copilot, Claude, Cursor, Windsurf)

Code Durability

AI Impact

Line survival rate by origin and tool

Correction Cascades

AI Impact

Fix-following patterns by origin and tool

Fix Targeting

AI Impact

Which origin's code attracts the most bug fixes

Acceptance Rate

AI Impact

Code review survival by tool

Origin Funnel

AI Impact

Commit → PR → Stabilized → Surviving

Attribution Gap

AI Impact

Unattributed high-velocity detection

PR Insights

AI Impact

Single-PR analysis with churn and cascade risk

Activity Timeline

Temporal Intelligence

Weekly breakdown with delivery pulse

Trend Analysis

Temporal Intelligence

Baseline vs recent comparison

Pattern Detection

Temporal Intelligence

Burst, quiet periods, intent shifts

Stability Map

Structural Analysis

Per-directory stabilization

Churn Investigation

Structural Analysis

Chains + file coupling detection

Commit Shape

Structural Analysis

Structural profile by origin

Delivery Velocity

Structural Analysis

Speed vs durability correlation

Priming Detection

Infrastructure

AI context files (CLAUDE.md, etc.)

Attribution Hook

Infrastructure

prepare-commit-msg for AI tools

What DevXOS is not

Not a developer surveillance tool

Analyzes systems, never individuals

Not a real-time dashboard

Point-in-time reports, not live monitoring

Not an IDE plugin

Works from Git history alone

Not a productivity tracker

Measures durability, not speed

Try it now

One command. Runs locally. Cloud platform optional.

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

Python 3.11+ · Git · Zero dependencies