rootlogic

root cause of reasoning failures

Stop guessing why your AI agent failed.

rootlogic traces every reasoning step and tool call, then uses Claude to tell you the root cause — compared against the runs that worked.

Private beta. One email when we open it. No spam, ever.

Trace every step

One-line SDK wraps your Anthropic or OpenAI client and any tool function. Every prompt, response, and tool call lands in a structured, OpenTelemetry-compatible trace.

Diagnose failures

A single button runs a Claude-powered root-cause analysis on the failed run, comparing it against past successes and pointing at the specific step or prompt change responsible.

Ship with confidence

Open-source SDK, dev-friendly pricing, and an API surface you can self-host if you outgrow the hosted version. Built for solo founders and small teams.