Developers struggle to debug AI agents across machines without centralized tools. Build a local-first observability tool that tracks tokens, cache, and costs. Sell to engineering teams. Start with a basic dashboard for session metrics. The biggest risk is adoption by teams using cloud solutions.
Local-first AI agent observability
Create a tool to monitor AI agent sessions locally.
Why now
As AI agents become widespread, developers need better local debugging tools.
- Who for
- AI developers
- Business model
- Enterprise licensing
- Effort
- A few months
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