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
GLM-5.3 (via the :8788 proxy; dispatch alias glm-5.2)

From the harness

current brain
glm-5.2hosted — open-weight, local planned
last run
2026-09-22 · failed
runs, last 30 days
4 fired · 0 completed

as of 2026-10-12 22:44 UTC · brain read from the harness dispatch map at deploy; runs from the workflow log

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

    The house runs on one owned weight

    Every Mac seat moved onto Laguna XS quantized by our own calibration pipeline (the published sbQ build) — local, unmetered, and measured against the generic-calibration control. The seat was made permanent on 2026-08-25 after three clean squad cycles.

  2. 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.

  3. 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.

  4. 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
  5. ahead

    Producing plans the squad executes end-to-end

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