Developer tools · building

AgentTrace

OTEL-native harness so production agents keep traces, evals and runs tied together.

AgentTrace product preview

Challenge

Teams ship agents on a model alone, then lose the thread when a run fails: no shared harness, weak traces, and no durable link between what the agent did and why.

Stack

OpenTelemetry · Next.js · Agent harness

Result

Pre-launch waitlist for an OSS agent harness

Approach

  1. 01

    Framed the product around the full harness (tools, memory, evals and telemetry) instead of model access alone.

  2. 02

    Made OpenTelemetry the default so traces land in systems teams already run.

  3. 03

    Tied every artifact back to the run that produced it, so debugging stays grounded in production behavior.

Outcomes

  • 01

    A clear wedge: Agent = Model + Harness, with harness as the product.

  • 02

    A waitlist-ready landing surface that explains the platform before the OSS cut ships.

  • 03

    A reusable pattern for AI infra products that sell clarity, not novelty.

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