| What it does | Quality infrastructure for AI-written code with deterministic refactoring and a merge gate
| AI operational intelligence for agents and AI products
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| Stage | Startup
| Startup
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| Founded | 2026
| 2024
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| Based in | US
| US
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| Pricing model | Freemium
| Free trial
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| Pricing | Builder Edition: Free forever for personal, non-commercial, and open-source use. Engineering Edition: $29/month or $299/year (save 14%). Architecture Edition: $59/month or $599/year (save 15%). Elite Edition: $99/month or $999/year (save 16%). Enterprise: Custom pricing, contact sales. All editions
| Not given
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| Key features | - 182 AST-aware refactor operations for code transformation
- 42 codebase analyzers for code analysis
- Support for 163 programming grammars
- Deterministic merge gate with signed receipts
- MCP server and CLI interfaces
- Cross-file import updates and automatic checkpointing
- 10 cross-language porting operations
- Instant undo for all operations
- ~88% token savings on query operations
- Native binary with zero dependencies and no supply chain risk
| - Agent trace debugging with step-by-step timeline view
- LLM judge evaluations on production traces with templates
- Token spend tracking by model, agent, tool and user
- AI Assistant for natural language questions over data
- Dashboard templates for traces, analytics and spend
- OpenTelemetry native ingestion
- Correlation of traces, events and user sessions
- Silent regression detection with daily quality comparisons
- Cost leak identification from failing tools and retries
- User journey analysis joining traces with funnels and events
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| What makes it different | - Deterministic verdicts and signed receipts for every code change ensure reproducible quality gates
- Built by engineer with decades of production experience in correctness-critical domains
| - Catches AI failures that don't throw errors, like silent regressions and cost leaks
- One platform connecting traces, evals, spend and product analytics for comprehensive understanding
- AI Assistant to ask questions in plain English instead of writing queries
- Compare changes against production evidence rather than demos
- Integrations with major AI frameworks without code changes to production tools
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 27 ● no change since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 8 | 0 |
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| Citation Flow (Majestic) | 31 | 15 |
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| Referring domains (Majestic) | 182 | 6 |
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