CodeMower.comQuality and velocity for AI-assisted development

Code Mower CLI is v1.x; CodeMower.com v1.1 follows an independent release line.

Build faster with AI peers you can measure.

Install Code Mower CLI v1.x locally, then use CodeMower.com to inspect Impact and Quality from metadata-only uploads. The demo is illustrative; live dashboards use your team's own evidence.

Metadata-only by default
Works in normal PR flow
Cost and signal aware

Impact and Quality snapshot

Illustrative sample of the signed-in reading path. Not live cohort data.

Illustrative

PRs merged

4

Median cycle time

2h

Blockers caught

2

Cost per PR

$1.05

Cost per PR uses $4.20 reported spend on 4 complete-cost merged PRs. Missing spend is not treated as zero. Quality keeps 2 useful blockers distinct from 7 advisory findings and 1 false positive. Escaped-defect rate is not shown.

Create an AI peer-review loop

Coordinate Codex, Claude, Gitar, Gemini/Antigravity, and other reviewers as explicit lanes instead of one-off chat transcripts.

Measure quality on your codebase

Compare useful findings, misses, false positives, cost, and latency against the product code you actually ship.

Move faster without blind trust

Promote lanes only when evidence says they help. Keep experimental reviewers informational until the signal is real.

The loop is simple.

Code Mower keeps the source of truth in your repo. The optional cloud layer turns sanitized audit metadata into a living answer to the question every AI-assisted team eventually asks: what should we trust?

1

Install

Add Code Mower to a repo and run doctor.

2

Run

Ask peer reviewers to audit real PRs.

3

Measure

Upload sanitized metadata, not source.

4

Decide

Read Lane Intelligence: which builder/reviewer pairing to trust next, with confidence and sample size for your repo.

Designed for teams shipping AI-generated code

Use more AI without lowering the bar.

Code Mower separates authoring velocity from review confidence. Builders can move quickly, while independent reviewer lanes produce auditable evidence before a PR graduates into your merge policy.

Peer programmers

Route work through multiple AI systems without losing the PR as the shared artifact.

Reviewer lanes

Keep automated audits structured, head-bound, and separate from advisory prose review.

Lane Intelligence

Pair builders and reviewers by work type using your repo's evidence, with confidence and sample size. No cross-customer benchmark; promotion stays your call.