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The AI development suite that measures its own agents

Deploy with trust, even when AI writes the code.

Your real engineers set the bar. Every AI tool your team uses is measured against them — including ours.

Most teams rolled out AI tools and still cannot say whether they are working. Releezy Guardian gives you the answer in one number — and the rest of the suite is built to improve it.

Reviewer effectiveness measured on one ruler
AI tool range 30–60%
Best human baseline ~90%

// ONE ISSUE, END TO END

Follow one issue through the loop.

Discovery drafts it, an agent implements it, review hardens it — and Releezy Guardian measures every step. Then the numbers flow back as context for the next run.

Releezy Plan

Drafts the story map and publishes the issue.

Issue #212 published · $1.20

Model: Opus

Releezy Loop

An agent implements it in a governed container.

PR #87 opened · $2.40

Model: Sonnet

Releezy Reviewer

Reviews the PR against your project rules.

3 comments resolved · $1.10

Model: GPT-5

Releezy Guardian

Measures the outcome against your baseline.

92% effectiveness · total $4.70

Deterministic — no model

// WHERE WE SIT

We don't compete with coding agents. We govern them.

Claude Code, Codex, Cursor — they are not our competitors. They are the engines. Releezy Loop runs them under governance, and Releezy Guardian measures what they actually deliver.

The agents

Claude Code Codex Cursor OpenCode Gemini CLI whatever ships next

Commodities that get better every six months. When they improve, you improve — automatically.

The harness

Releezy Loop + Releezy Guardian

The governed loop that controls how AI writes your software — containers, budgets, review queues, audit trail — and the deterministic ruler that tells you whether it worked. This layer is ours. Nobody else has it.

AI is the means. Guardian is the end.

// SEE IT RUNNING

This is what trust looks like.

One scoreboard for every contributor. Releezy Guardian shows who — human or AI — actually makes the code better, straight from your own git history.

Releezy Guardian

The whole org, one health picture.

Cost, people, cycle time, code durability — and the reviewer effectiveness number nobody else reports. This is where Monday's "is it working?" gets a real answer.

Open Guardian

Releezy Loop

Agents at work, receipts included.

Watch every run land with status, tokens, and cost in real time. A runaway agent hits its spending limit before it hits your invoice.

Open Loop

Releezy Reviewer

Our reviewer, your ruler.

Releezy Reviewer shows up with a number next to your humans from the first comment. If it scores below your baseline, you see it before we do.

Open Reviewer

Releezy Plan

Discovery, before the code.

The upstream module: real user signal turned into problems worth solving. It joins the loop with the same honesty as the rest of the suite.

Open Plan

A 40-person engineering team connected Guardian and discovered their AI review agent had a 34% effectiveness rate — less than half the human baseline. Within 30 days, they reconfigured their agent rules and recovered an estimated 12 hours per week of developer attention.

— Engineering team, 100+ developers

One ruler. Every contributor.

Human or AI. Releezy Guardian measures them all on the same scale — starting with your best engineers as the baseline.