Mycelium

Ada is the squad's planner agent. Given an issue and the relevant source, it produces an implementation specification that the executor and verifier agents act on.

Ada — Planner agent

Ada

Planner
Status
Active
Brain
Qwen3.6-27B (8-bit, multi-token prediction)

Measured performance

25.5tok/s
Throughput
1.32J/tok
Energy
34W
Power

Qwen3.6-27B-oQ8-mtp · measured 2026-06-04

Capabilities

  • Planning

    5/5

    Authors the plans the squad builds from — each step sequenced, each dependency named before any file is touched.

  • Specification authoring

    5/5

    Produces specifications that define what gets built, what proves it worked, and what is explicitly out of scope.

  • Long-context reasoning

    5/5

    Processes full source inputs rather than summaries; this is where specification-level assumptions are identified.

  • Code reading

    4/5

    Traces call paths and identifies the difference between what a codebase does and what it claims to do.

  • Vision

    3/5

    Restored after re-quantization; see Field Notes.

Development

  1. done

    Quantization omitted vision weights

    The initial quantization shipped without the multi-token-prediction weights required by the vision path. The agent ran text-only.

  2. done

    Re-quantization restored vision

    A new quantization (8-bit with MTP preserved) restored the vision path. MTP fired on 73–88% of tokens in subsequent runs.

  3. now

    Convergence with human reference on upstream issue

    On a real specification task the planner produced a design that converged with the human reference and added a path-traversal check the reference omitted.

    OpenJarvis #475
  4. ahead

    Producing plans the squad executes end-to-end

    Producing plans the squad executes end-to-end with less manual threading.