AI agent accountability

Your AI ships code.
Prove it.

Every agent run gets a cost, a grade, and a tamper evident record. When AI writes most of your code, you can still prove it can be trusted.

Every run: cost, grade, record.

Up in about a minute · free forever for one developer · code stays local

How it works

Declare. Watch. Guard. Prove.

AI writes the code: who checks? RepoOps closes the loop in four steps, from the intent you gave to the record you can verify.

01

Declare

Set the rules your AI must follow. Autonomy zones stop and ask before expensive actions.

loop contractautonomy zones
02

Watch

Every session logged with its cost. Quality scored on CI, reverts, and churn.

telemetryagent traces
03

Guard

Gates catch bad changes before merge. Alerts fire when a run drifts below baseline.

incidentsquiet-failure alerts
04

Prove

A tamper evident record of every run. Trace any incident back to its prompt.

ledgerprod to prompt

Check our math

Run the numbers yourself

One command reruns our benchmark on your machine. Numbers you can check, not numbers we made up.

75%

Defects attributed

Defects traced back to their cause. The merge, the session, the prompt.

100%

Recurrences prevented

Tracked bugs never ship twice. Each fix becomes a standing rule.

$24.55

Spend saved

Small, real, and measured on our own repo. Not a projection.

Rerun it

Same command, your machine, same numbers. Over real shipped code paths.

node scripts/bench-accountability.mjs

Spend

Know what every run costs

Token usage grows fast, your bill does not have to. RepoOps proposes each saving as a pull request, then measures it after it lands.

Cost per PR

Every merged pull request gets priced. See spend per session, prompt, and developer.

Savings as PRs

Better defaults, smarter routing, warm caches. Each proposed as a PR, then proven.

ROI guard

Flags savings that hurt quality. A bad trade gets a revert notice.

No hard caps

Proposals for engineers, never limits. Nothing that slows your team down.

Memory

The same bug never ships twice

Every fix becomes a rule your AI reads on the next run. Your lessons compound instead of resetting every session.

Lessons write back

Fixes land in CLAUDE.md automatically. Recurring fixes become proposed prevention rules.

Team brain

Every member's lessons pool into one shared brain. Each carries lineage: who proved it.

Yours, portable

Plain files you own, across jobs and machines. Read them in every tool over MCP.

Claude DesktopCursorChatGPT

Nothing sneaks in

Every write is proposed, stamped, and reversible. Nothing merges behind your back.

Pricing

Free where it matters

The full accountability loop is free and local, forever. Paid tiers add hosting, team rollup, and managed identity.

Solo
Free forever
For one dev, all local. Your code never leaves your machine.
  • The full accountability loop, intent to record
  • Caused-by trail + blast radius
  • Lessons and a brain that survives every session
  • Keyless local semantic search + local MCP
  • Bring your own model key
Install →
Solo Hosted
$25 / mo
Your data in the cloud, one user.
  • Everything in Solo
  • Hosted dashboard at repoops.ai/team
  • Retained hosted history + backups
  • Brain + telemetry sync for one user
Start →
TeamMost popular
$50 / seat / mo
For teams and orgs. Every member's lessons pool into one shared brain.
  • Everything in Solo Hosted
  • Cross-repo + cross-developer cost rollup
  • Incidents attributed to the prompt that caused them
  • Governance rollup + budget alerts
  • Spend Efficiency scorecard + proposers
Get Team →
Enterprise
Custom contact sales
For identity-managed orgs. Every repo's agent cost and open risk in one rollup.
  • Everything in Team
  • SSO: Google / SAML / OIDC
  • SCIM provisioning
  • Audit + compliance export
  • Org admin console
Contact sales →

Get started

Running in about a minute

One install, no account needed. Your first receipts appear on the first run.

1

Install

One command on your machine. Free and local by default.

2

Run your agent

RepoOps records everything automatically. No workflow changes for your team.

3

Check the receipts

Open the dashboard for every run. Priced, graded, and on the record.

Install free ↓Get Team →