| What it does | AI DevOps control plane for infrastructure and code reviews
| AI operational intelligence for agents and AI products
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| Stage | Not given
| Startup
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| Founded | Not given
| 2024
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| Based in | US
| US
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| Pricing model | Freemium
| Free trial
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| Pricing | Public bots, community prompts, and review checks are free. Starter, Pro, and Max organization plans available for audits and monitoring. See pricing page for plan details.
| Not given
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| Key features | - Public bot directory with specialist prompts
- Reusable prompt library for AI assistants
- MCP integration with Cursor, Claude Code, Claude Desktop, ChatGPT, and Codex
- Review checks for security, reliability, cost, and MLOps
- Web audit job submission with Watchtower review sessions
- Scheduled audits with cron expressions and timezone support
- Support for Claude, ChatGPT, Grok, Codex, and Perplexity
- No cloud account or repository connection required
- Public and private bot creation options
| - 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 | - Reusable specialist instructions instead of blank-slate AI chat
- Findings and recommendations for review, not automatic infrastructure changes
- Team collaboration through shared Watchtower review sessions
| - 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) | 25 ▲ +1 (up) since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 22 | 0 |
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| Citation Flow (Majestic) | 19 | 15 |
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| Referring domains (Majestic) | 60 | 6 |
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