| What it does | The governed AI coding platform
| See which AI agents use your product, where they fail, and what to fix
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| Stage | Not given
| Startup
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| Founded | Not given
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| Based in | US
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| Pricing model | Freemium
| Free trial
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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.
| Free trial for 14 days. Starter: $15/month (2 projects, 50k events/month, 30-day retention). Growth: $49/month (5 projects, 500k events/month, 90-day retention, up to 5 team members). Scale: $149/month (25 projects, 5M events/month, 1-year retention, unlimited team members).
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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
| - Monitor AI crawlers, website agents, MCP clients, APIs and CLIs
- Real-time dashboard showing tool calls, errors, latency and client details
- AI visibility: track what ChatGPT, Claude and Gemini say about your product
- MCP server integration for agents to query your analytics data
- SDKs for TypeScript, Python, Go, Rust, C#, Java, Swift and browsers
- Identifies silent agent failures hidden from logs and APM
- Never blocks request paths with background worker batching
- Weekly or daily AI reviews depending on plan
- Funnels, conversions and email alerts
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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 platform showing silent agent failures that return 200 OK status codes
- Covers six distinct data sources in one dashboard instead of scattered logs
- Agents can access dashboard via MCP server to self-fix their failures
- Installation takes five minutes with background worker approach never blocking request paths
- AI visibility shows what AI models actually say about your product with claim verification
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| Community votes | 1 | 0 |
| DR (Domain Rating by Ahrefs) | 41 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 14 | 0 |
| Citation Flow (Majestic) | 33 | 0 |
| Referring domains (Majestic) | 186 | 0 |