| What it does | Open-source agent harness engineering platform built on OpenTelemetry
| Agentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization
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| Stage | Startup
| MVP
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| Founded | 2024
| Not given
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| Based in | IN
| Not given
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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.
| Agency plan: $5,000 per month (free during private beta for 10 agencies). Includes 368,000 credits per month, unlimited seats and clients. Free tools available without account or payment.
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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
| - AI specialists with custom roles and knowledge bases
- Compartmentalized living RAG knowledge bases
- Visual workflow builder with triggers, nodes, and logic
- Predictive CRO test generation and simulation
- Multi-model orchestration across Anthropic, OpenAI, Google, and Groq
- Image and video generation from brand knowledge
- Chrome plugin to capture web content
- Per-run cost tracking and usage dashboard
- Workflow export and import as JSON
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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
| - Built specifically for marketing teams with first-class CRO, SEO, and content workflows
- Model-neutral platform supporting multiple LLM providers without vendor lock-in
- Knowledge that compounds and grows with use instead of resetting each session
- Cost transparency with per-run estimates and usage dashboards by model and user
- Full data ownership with compartmentalized storage and export capability
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 65 ● no change since last check | 10 ● no change since last check |
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| Trust Flow (Majestic) | 23 | 0 |
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| Citation Flow (Majestic) | 39 | 14 |
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| Referring domains (Majestic) | 483 | 1 |
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