| What it does | Open-source agent harness engineering platform built on OpenTelemetry
| Context gateway that gives coding agents verified codebase knowledge to skip rediscovery and work faster
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| Stage | Startup
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| Founded | 2024
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| Based in | IN
| US
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| Pricing model | Open source
| Freemium
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| Pricing | Open source (Apache 2.0): Free self-hosted with unlimited usage. Enterprise Edition: Contact sales for pricing. Cloud: Coming soon.
| 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 | - OpenTelemetry-native LLM tracing for every call, tool, and retrieval
- Agent evals with LLM-as-a-judge and heuristics
- Prompt Hub for versioning and deployment without code changes
- Guardrails for prompt injection, jailbreak, and sensitive topic detection
- Vault for encrypted API key management
- OpenGround for side-by-side LLM model comparison
- GPU monitoring for utilization, memory, temperature, and power
- Coding agent observability for Claude Code, Codex, and Cursor
- Cost tracking and latency monitoring
- 56+ integrations with LLMs, frameworks, and vector databases
| - 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 | - Self-host free forever under Apache 2.0 with unlimited usage and no per-trace fees
- OpenTelemetry-native traces exportable to Grafana, Datadog, or any OTLP backend
- Zero-code instrumentation with eBPF controller, native SDKs, or GPU collector
- Unified platform for traces, evals, guardrails, and prompts on the same production data
- Full data ownership and no vendor lock-in with exportable OpenTelemetry traces
| - 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) | 63 ▼ −2 (down) since last check | 5 ● no change since last check |
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| Trust Flow (Majestic) | 23 | 4 |
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| Citation Flow (Majestic) | 39 | 17 |
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| Referring domains (Majestic) | 483 | 9 |
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OpenLIT
DocuSOR