For teams shipping with AI assistants

AI is non-deterministic. Your code shouldn't be.

Cadence helps turn AI-coding trial and error into repeatable practice with encrypted Git notes.

See How It Works Book Walkthrough

Works with Claude Code, Codex, Cursor, and Copilot.

AI coding needs rails

Similar prompts, wildly different diffs. Without rails, quality drifts and review debt grows.

Same work, but in a different order produces very different results.

Context drops between prompts, so edge cases vanish.

Small prompts breaking unexpected things.

Prompt techniques live in heads, not in shared workflow.

Make AI practice repeatable

Cadence turns session logs into next-step guidance we can use as a team.

Share wins

High-quality session patterns become visible across the team.

Cut rework

Flag repeat failures: context drift, missing constraints, and over-scoped edits.

Keep quality steady

Guidance is repo-aware, so it matches the stack and conventions we already use.

Fits your workflow

One hook. Encrypted Git notes. Same branch and PR flow you already use.

01

Capture sessions in Git

Install one lightweight Git hook. AI session logs attach to commits as encrypted Git notes in our repo.

02

Analyze patterns

Cadence analyzes prompt/context behavior, context drift, and repeated failure modes.

03

Ship with clearer signals

We get next-step guidance, and the team sees where AI-assisted output is becoming merge-ready or brittle.

Signal, not hype

We all need fewer surprises at review and merge time.

Higher first-pass acceptance on AI-assisted PRs.

Fewer back-and-forth review rounds.

Less context-loss breakage (tests, edge cases, constraints).

Faster team adoption of patterns that actually work.

Built for trust

Captured AI sessions stay encrypted. Open source CLI.

AI session logs are written as encrypted Git notes in your repos.

Per-user encryption keys control who can read captured sessions.

Cadence analyzes session logs, not repository source code.

The CLI is open source, so you can audit implementation details.

FAQ

Is this monitoring people?

This is for coaching and reliability, not surveillance. You can inspect exactly what was captured in Git notes.

Do you have to change workflows?

Install the CLI and login. As you code, AI session logs attach to commits as encrypted Git notes; branch and PR flow stay the same.

Is this another generic AI tips tool?

No. Guidance comes from your sessions and repository context, not generic prompt lists.

Does Cadence ingest your code?

Cadence does not ingest source code. It analyzes encrypted session logs stored in your repos.

Keep speed. Add reliability.

Most of us already ship with AI assistants. The next step is repeatable output quality.

Book Walkthrough