| What it does | The governed AI coding platform
| Catch where AI agents get stuck on your API or MCP server, rank problems by impact, and draft fixes as pull requests
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| US
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| Pricing model | Freemium
| Freemium
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| Pricing | Open source: Free download, bring your own inference. Coder: $20/mo (includes $25 monthly credits). Teams: $35/seat/mo (includes $45 monthly credits). Enterprise: Custom pricing. Code Review add-on: $15/user/mo.
| Open source: free. Team: $199/month with 14-day free trial (1 API or MCP service, 25,000 reports/month, 15 coding-agent runs/month). Business: $799/month (up to 3 services, 250,000 reports/month, 60 coding-agent runs/month). Extra coding-agent runs: $6 each.
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| Key features | - Multi-model routing automatically orchestrates models by task type and cost
- Hard spending limits enforced by user, team, API key, or model
- Autonomous /ferment workflow breaks tasks into milestones and delivers PRs
- Evaluator grades output against original intent before shipping
- Kimchi Studio visual workspace for watching and guiding parallel agent tasks
- Teleport hands off sessions to persistent cloud sandbox workspaces
- AI-powered code review with inline findings and severity scoring
- VS Code extension brings harness into IDE with governance controls
- One-command migration from Claude Code and OpenCode
- Deploy serverless or in your VPC for full data sovereignty
| - Session replay for MCP servers to identify failed agent sessions
- Clustering reports by agent goals and workflows
- Priority ranking weighted by frequency, failed workflows, and affected accounts
- Claude Code generates pull requests with tests
- Review queue with diff, tests, agent reports, and evidence
- Isolated git worktree prevents unauthorized code push
- Schema validation and rate limiting for feedback
- Open Agent Feedback Protocol with TypeScript and Python SDKs
- GitHub integration for draft PR creation
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| What makes it different | - One enforcement layer for security, governance and cost controls across all agent requests
- 50+ open-source and open-weight models with zero lock-in
- Data sovereignty by design: prompts, code and outputs excluded from model training
- Real-time cost attribution per developer, team, model and tag
- Get started in 60 seconds with no lock-in or credit card required
| - Only AI agent failures on successful HTTP responses get detected and ranked
- Automated pull request drafts with your approval required before shipping
- Session replay captures failures even when agents don't report them
- Pay only for coding-agent runs, not feedback submission
- Open protocol and SDKs can be self-hosted at no cost
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| Community votes | 1 | 0 |
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| DR (Domain Rating by Ahrefs) | 41 ▲ +1 (up) since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 14 | 1 |
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| Citation Flow (Majestic) | 33 | 14 |
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| Referring domains (Majestic) | 186 | 4 |
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Kimchi Coding
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