| What it does | Open-source agent harness engineering platform built on OpenTelemetry
| AI agent for automating Amazon ad optimization to hit target ACoS
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| Stage | Startup
| Established
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| Founded | 2024
| Not given
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| Based in | IN
| CY
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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.
| Starter $99/month for ad sales up to $10K/month; Plus $179/month for ad sales up to $20K/month; Growth $299/month for ad sales up to $40K/month; Scale $599/month for ad sales up to $100K/month; Enterprise custom pricing for ad sales above $100K/month. All plans include 14-day free trial.
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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
| - ACoS Target Optimization
- Full Autopilot Mode
- Automated Bid Management
- Campaign Creation
- Smart Keyword Management
- Multi-Account Support
- Product Review Automation
- AI Competitor Insights
- Unlimited Data Exports
- Supply Forecasting
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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 by sellers for sellers with millions of dollars of their own ad spend refined over 5+ years
- Proven results: customers see up to 45% lower cost per click and 3x more orders
- Amazon Ads Verified Partner with official API integration
- Preserves existing campaigns without modification
- Works across all Amazon marketplaces globally
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 63 ▼ −2 (down) since last check | 14 ● no change since last check |
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| Trust Flow (Majestic) | 23 | 3 |
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| Citation Flow (Majestic) | 39 | 29 |
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| Referring domains (Majestic) | 483 | 56 |
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