Every bug costs your team 30–45 minutes to investigate, write, and test a fix. Kodah does the hard part autonomously: you just review the diff and merge. Send a repo URL and an issue. Get a production-ready patch back.
Send an issue description and a repo URL, public or private, any Python codebase. Kodah processes it using a proprietary orchestration engine and returns a unified diff. That's the entire interface.
No IDE plugins. No codebase uploads. No configuration. No babysitting. Your engineers spend their time on the 5-minute review, not the 45-minute investigation.
The hidden cost of every bug isn't the tooling: it's the 30–45 minutes your most experienced engineers spend investigating root causes, writing fixes, and verifying they didn't break anything else.
Kodah eliminates that entirely. Send the issue, get the diff. Your team reviews and merges. That's a 9x reduction in time per bug, at $0.50 flat, less than 1% of an engineer-hour.
280 of 300 issues produced a valid, reviewable patch on the first attempt.
81% of the resolve rate of Claude Opus 4.6, the current SWE-bench-Lite leader.
Review the diff and merge. That's the entire workflow on your end.
Less than 1% of a senior engineer-hour. No subscriptions, no surprise bills.
Other tools assist your engineers. Kodah replaces the investigation entirely: delivering a structured, production-ready patch that's ready to review.
Instead of dumping raw files into a prompt, Kodah builds a precise structural understanding of your codebase. Better input beats a bigger model.
Valid, reviewable patches on the first attempt, 93% of the time. No babysitting required.
Independently evaluated on SWE-bench Lite and SWE-PolyBench Verified: across 17 production Python repositories including scikit-learn, transformers and langchain.
Source code is processed in an isolated environment and never stored. Analysis artifacts are automatically discarded after the session.
Pure HTTP API. Plug Kodah into your GitHub Actions, GitLab pipelines, or any webhook workflow. No plugins, no IDE dependencies.
$0.50 per resolved issue. No monthly commitment, no seat licensing. Your team fixes 2 bugs or 2,000: you pay exactly for what you use.
Every approach to bug fixing has a hidden cost: the developer minutes required per issue. Kodah reduces that to a 5-minute diff review.
Developer minutes required per bug
Time estimates reflect developer effort per bug: investigation, writing, iteration, and review.
Kodah's 5 minutes is diff review only: investigation and writing are fully automated.
Resolve rate, cost to the user, and developer time required per bug. The only metric that matters is the total cost to your team: in dollars and in hours.
| System | Resolve Rate | Cost to User | Dev Time / Bug |
|---|---|---|---|
| Manual (senior eng.) | ~95% | $0 in tools | 30–60 min |
| Claude Code + dev | 62.7% | $20/mo subscription | 15–20 min |
| Aider + dev | 43.6% | ~$0.41 API cost | 10–15 min |
| Devin | 14% | $2.25+ per task | ~15 min review |
| Kodah | 51% | $0.50 flat | 5 min review review only |
Resolve rates from public benchmarks and official leaderboards.
Kodah evaluated on SWE-bench Lite (300 issues, 81% of the current leader) and SWE-PolyBench Verified (113 issues, 4th globally in Python).
Dev time estimates reflect total developer effort per bug including investigation, iteration, and review.
Multiple benchmarks. The same results.
Start free. Pay only for what you use. No subscriptions, no commitments.
Need high-volume or on-premise? Talk to us.