| What it does | Catch where AI agents get stuck on your API or MCP server, rank problems by impact, and draft fixes as pull requests
| Context gateway that gives coding agents verified codebase knowledge to skip rediscovery and work faster
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Freemium
| Freemium
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| Pricing | 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.
| Standard: Usage-based pricing with 25 free credits at signup, unlimited repos and run minutes. Enterprise: Outcome-based pricing with all Standard features plus self-hosted licensing, SSO/SAML, audit logs, private runners, and advanced support.
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| Key features | - 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
| - Verified context injection for coding agents
- Automatic repository baseline generation and validation
- Genome context graph showing dependencies and risk
- DocuSOR MCP for agent context access
- Pull request status checks and gating
- Documentation claim testing for README and runbooks
- Isolated cloud sandbox for validation runs
- GitHub App integration with read-only repository access
- SOC 2 Type 1 compliance
- TLS encryption in transit and at-rest data protection
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| What makes it different | - 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
| - 77% faster agent execution compared to manual repository exploration
- Up to 64% lower token costs measured on Claude Opus 5.5
- 100% deterministic validation without LLM/RAG dependencies
- Automatic context sharing across all agents via MCP
- Works with any coding agent through standard MCP protocol
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ● no change since last check | 5 ● no change since last check |
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| Trust Flow (Majestic) | 1 | 4 |
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| Citation Flow (Majestic) | 14 | 17 |
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| Referring domains (Majestic) | 4 | 9 |
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Backloop
DocuSOR