OPEN-SOURCE AGENT INFRASTRUCTURE

Teach once.
Run forever.

Turn a successful tool-call trace into a deterministic, reusable workflow — directly in your browser.

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MCP

01 · TRACE COMPILER

Paste a trace. See the procedure hiding inside it.

The static demo validates Trace v1, infers data dependencies, deduplicates only idempotent reads with matching results, and calculates a parallel schedule without sending your trace anywhere.

Agent trace · JSON

All computation stays in this page.

Compiler output

BEFORE · OBSERVED TRACE

Sequential replay

AFTER · COMPILED DAG

Dependency-aware execution

Transparent measurement: sequential latency is the sum of duration_ms; graph latency is the weighted critical path. The included values are synthetic and demonstrate scheduling mechanics, not production gains.

02 · SAFE BY CONSTRUCTION

Observed data is never executable code.

01

Fail closed

Write and unknown operations are blocked from automatic compilation.

02

Inspectable

Every reference, dependency, and metric is visible as portable JSON.

03

Provider-neutral

The Python core imports native Trace v1 and Hugging Face Session Traces.