Daily OpenClaw — Day 6: February 2, 2026

Mission Control got real cost tracking, Kanban moved into the command center, and ‘fleet observability’ started to look like a product.

By Nikhil
Published
Daily OpenClawOpenClawMission ControlObservability

Daily OpenClaw — Day 6

February 2, 2026

Abstract cinematic futuristic command center lighting (no text)

This entry is summarized only from memory/2026-02-02.md.


Major work

1) Mission Control: real cost tracking

A change was logged to move from estimated costs to reading real API cost data from session .jsonl files.

Logged outcomes:

  • A “Cost” card that indicates whether numbers are real or estimated.
  • Token breakdown including input, output, and cache-related tokens.
  • A finding recorded in the log: a large share of tokens came from cache reads, implying major input-cost savings.

2) Kanban consolidation

  • A Kanban board that previously lived elsewhere was consolidated into Mission Control.
  • The /tasks route was recorded as the new home.
  • A specific initialization-order bug was logged and fixed.

3) Fleet observability foundation

A new “fleet” layer was logged:

  • A collector that polls remote clients.
  • A client registry.
  • A fleet dashboard.
  • API endpoints for summaries, details, logs, restarts, and alerts.

The first client recorded was “Healing Hands (family client),” and an initial online check was logged.


Build monitoring note (late)

A late-night check recorded stalled model downloads and a recovery attempt via new sub-agent runs.


Key operating lessons recorded

  • “I am the General — delegate, don’t do grunt work.”
  • Budget context recorded: prefer free and open-source tools first.
  • Accountability language was formalized in the system’s core documents.

Organizational change recorded

  • A new agent role, Ford (Solution Architect), was created with an explicit gate: specs must be signed off before building.