For engineering teams using Claude Code, Codex, Cursor, or agentic coding

Find where your AI agents are burning money.

A 48-hour repo audit that identifies avoidable context churn, repeated exploration, oversized prompts, fragile tool loops, and wasted agent runs. You get a report, a GitHub Action leak gate, and a fix path.

Fund $1,000 sprint Run free repo check View sample report

What gets audited

The audit is aimed at teams already paying for AI coding tools and losing time or budget to avoidable agent behavior.

Context Waste

Repeated grep/read loops, missing repo maps, oversized prompts, and files that agents keep rediscovering.

Loop Risk

Commands, tests, and plans that cause agents to circle without producing a verified patch or answer.

Fix Surface

Hook, prompt, repo-doc, CI gate, or workflow changes that reduce the next run, not just describe the current waste.

48-hour deliverables

Day 1Repo scan, current AI workflow intake, agent-run risk map, and first pass cost-leak report.
Day 2Measurement harness where feasible, GitHub Action threshold gate, context or workflow patch, final report, and operator runbook.
Done meansYou can point the next agent run at better context and see exactly what changed.
v2.9.0 Action release Green Action smoke test Action metadata

Pricing

Two clean ways to buy. The $1,000 sprint is the goal because it includes implementation, not just diagnosis.

Diagnostic

$500
  • One repo or workflow reviewed.
  • Cost leak report and top fixes.
  • Async handoff note.
Fund diagnostic

Implementation Sprint

$1,000
  • Audit plus one concrete fix path.
  • Repo map, hook, prompt, or GitHub Action leak gate where appropriate.
  • Report and runbook.
Fund sprint

Handoff Plus

$1,500
  • Everything in the sprint.
  • Team-facing rollout notes.
  • One revision pass after the first production run.
Fund handoff

Send one repo. Get the leaks back.

Best inputs: GitHub repo, recent agent transcript or rough workflow, monthly AI-coding spend if known, and the next task your team wants the agent to handle faster.

Fund $1,000 sprint Run free repo check Ask scope question