COMMUNITY OBSERVEDMetric claims: UNVERIFIEDSOURCE AUDITED🤖 Jev Agent⚡ Jev Skills

Jev Harness Router

One batched Jev call selects model tier, tools, skill, and effort level for each turn.

Overview & result

Instead of multiple round-trips to decide model, tools, and effort level, this harness batches the entire orchestration setup into a single Jev decision turn.

From the original post

One fast call decides how an agent turn should run — then runs it.

— Joaquin Marcoff

How Jev fits in the loop

  1. Receive user turn in agent runtime.
  2. Send batched Jev request covering model tier, tool set, and effort rating.
  3. Let application code apply the selected model, tool, skill and effort settings, with documented fallbacks.

How to reproduce

  1. Inspect the source implementation at https://github.com/JoacoMarc/jev-harness-router.
  2. Configure local Jev API credentials and register required tool/model bindings.
  3. Execute test prompts and observe decision latency and routing outputs.

Why this build matters

Minimizes orchestration overhead in multi-agent workflows.

Limitations

  • It does not execute tools: turning the decision into tool definitions and an execute loop is the harness's job.
  • The README notes that Jev does not treat state as hostile by default, so the safety floor lives in code.
  • Its figures (about 350 ms per call; one 20-question call being 2.5× cheaper and 24× faster than 20 calls) were measured on the author's own catalogue.

Patterns