| What it does | Open-source agent harness engineering platform built on OpenTelemetry
| AI-powered software development and maintenance service with expert governance and system intelligence
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| Stage | Startup
| Established
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| Founded | 2024
| 2014
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| Based in | IN
| US
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| Pricing model | Open source
| Paid
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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.
| DevCredits pricing model where costs vary by change complexity. Monthly Continuous Software Readiness maintenance package covers routine updates and small enhancements. New features purchased individually as DevCredits or in discounted bundles: 200 DCs (save 5%), 500 DCs (save 10%), 1,000 DCs (save
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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
| - Continuous per-change delivery without sprint cycles
- AppGraph system intelligence for persistent context
- Five review gates with expert supervision
- Full lifecycle management from requirements to deployment
- Security and reliability controls with rollback capability
- Pay-per-change DevCredit pricing model
- Managed Kubernetes infrastructure with continuous improvement
- Complete audit trail and full traceability
- AI-assisted requirements and PRD generation
- Automated testing, documentation, and deployment preparation
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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
| - No vendor lock-in with full code ownership and open platform model
- Predictable costs and delivery estimates before implementation starts
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 65 ● no change since last check | 53 ● no change since last check |
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| Trust Flow (Majestic) | 23 | 20 |
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| Citation Flow (Majestic) | 39 | 41 |
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| Referring domains (Majestic) | 483 | 421 |
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