| What it does | AI operational intelligence for agents and AI products
| Smart lights that show your Claude Code and Codex agent status at a glance
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| Stage | Startup
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| Founded | 2024
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| Based in | US
| GB
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| Pricing model | Free trial
| Freemium
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| Pricing | Not given
| AC Bridge Pro: £2.99/month with a 7-day free trial (no card required). The trial ends after 7 days; add a card before then to continue at £2.99/month, renewing monthly until cancelled. Without a card, the trial ends with no charge.
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| Key features | - 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
| - 29 agent states mappable to custom scenes and effects
- 9 dynamic lighting effects including pulse, flash, strobe and candle
- 16 smart home brands supported directly on LAN
- Device control from agent tasks with pre-approved permissions
- Automatic device state restoration on session end
- 49 device commands including power, brightness, colour and scenes
- Local network operation with no cloud round trip required
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| What makes it different | - 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
| - Quiet status notifications via visual indicators instead of sounds
- Works with both Claude Code and Codex simultaneously
- All integrations and features included in one affordable price
- Agents can control smart devices as part of task execution
- Local device keys stay on your machine for privacy
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 18 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 0 | 4 |
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| Citation Flow (Majestic) | 15 | 19 |
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| Referring domains (Majestic) | 6 | 9 |
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AC Bridge