Observed arrival · 2026-09-07
openshain: an AI employee with an audit trail
An open-source Japanese agent harness that turns AI-assisted company work into recorded, resumable Work items.
Field notes
At v0.3.1, openshain models company work as resumable Work records rather than disposable chat turns. Its documented receipt example processes 296 rows and keeps calculation in a CSV tool instead of asking the model to perform arithmetic. The underlying record is an append-only work/<id>/events.jsonl file containing requests, tool calls, model responses, usage, and artifact hashes. The page also shows MCP configuration for using the same harness from Claude Code or Codex.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue