I Built an Agent Team, Then Couldn't See What It Did

说明与用途

Refmade 是一款桌面应用，用于可视化代理团队的工作。最初它依赖代理自行写状态报告，导致空白楼层和工作状态不确定。改为读取本地日志后，解决了问题，实现了准确的实时团队视图。

问题

The dashboard could not reliably show which agent was working because agents only reported status when they chose to, leading to empty floors and uncertainty about idle versus unreported work.

结果

Refmade now accurately visualizes agent activity by reading local logs, resolving the issue of empty floors caused by missing status reports.

工作流

• 1. Define 11 subagent roles and a team lead in Codex.
• 2. Generate an initial office dashboard (v1) that displays pixel‑art floors based on agent status reports.
• 3. Observe that missing reports create empty floors and ambiguous idle states.
• 4. Decide to replace self‑reports with log reading.
• 5. Implement log parsing to extract session data and render team cards.
• 6. Update dashboard to show teams per session from logs.
• 7. Test with 25 Python and 16 Node auth/deploy tests.
• 8. Deploy Mac build 0.3.9.
• 9. Share public demo data and screenshots.

证据

The dashboard could not reliably show which agent was working because agents only reported status when they chose to, leading to empty floors and uncertainty about idle versus unreported work.

来源

The first files of my agent team were written at 22:47 on September 20, 2026. By the next day I had a web dashboard to watch it.

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The first version asked each agent to record its own state. A small recorder script wrote those reports to files and the dashboard drew them.

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On September 25 I had decided the approach itself was wrong. How I replaced self-reports with log reading is the subject of post 3.

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The current app draws a team per session from local logs instead of from reports.

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