Your team ships AI-written code every day. Who's checking it?

Knitwise by Blore.AI shows how your team really works with Claude Code and Codex, then helps you agree one standard and keep it.

Free · Read-only · Your code never leaves your CI · Open-source assessment

AI adoption happened. The standard didn't.

Everyone uses AI differently

Each developer has their own setup, rules and habits.

Reviews can't keep up

AI writes more code, faster, than teams can properly review.

Leaders can't see it

You know AI is in every PR. You don't know how it's checked.

See what we found in our own repo

We ran Knitwise on one of our own repositories. The biggest finding wasn't in the code.

knitwise_report.md

Knitwise — AI-Native Engineering Maturity Report

Observation

56 of 73 commits (77%) were pushed directly, without a pull request.

Agent setup███░░3/5
Safety checks░░░░░0/5

Top fixes

  1. Require reviews on the main branch
  2. Require tests to pass before merging
  3. Add code owners for key files

Real report from a Blore.AI repository, simplified.

Real evidence, not opinions

Every score shows the evidence behind it.

Top three fixes

Ranked by impact, so you know where to start.

No one gets ranked

Team-level only. Never individual developers.

See it. Fix it. Keep it.

See it

A free, read-only check of how your team really ships AI-written code.

Fix it

We set up one agreed standard in your repo, then align your team in a half-day session.

Keep it Coming Soon

A weekly note when the standard starts to slip.

One way of working, without slowing down

Every AI agent follows the same rules.

AI-written code gets tested before it's merged.

Reviews that actually catch problems.

A standard your team agreed on, not one imposed on them.

Built for teams that care about their code

Your code never leaves your CI.

Open source: your security team can read every line. View on GitHub

Works with Claude Code, Codex, or both.

Is it for you?

Great fit

  • 5–15 developers
  • Already using Claude Code or Codex
  • Want a standard, not a mandate

Not for you yet

  • No AI coding agents in use
  • Looking for AI courses? Browse our courses
  • Want to monitor individual developers

Be one of our first 10 teams

Free assessment plus a 30-minute walkthrough of your report, at no cost.

Get your free assessment Also an Authorized Microsoft AI Cloud Partner.

  • Runs as a GitHub Action (knitwise-dev/assess) with read-only permissions; network calls only to api.github.com.
  • Scores six areas: agent configuration, test discipline, review depth, PR hygiene, safety gates, adoption.
  • The setup PR includes consistent CLAUDE.md and AGENTS.md, agent permissions, a test hook, a PR template and CI checks.
Get your free assessment