I. Runtime & Orchestration
Claude Agent SDK, Coder, Temporal — three-layer split; hibernation; bg-worker.
TeachClaw Engineering
Every child gets an AI companion.
These are notes on how we build its scaffolding — the agent harness.
Series
Section titled “Series”II. Behavior Calibration
The overhear companion; letting the model judge silence; alarm self-scheduling.
III. Evaluation
Substrate + Evaluator: an agent product constitution; Langfuse trace as behavior replay.
IV. Evolution
Roadmap: what’s unsolved, what we’re trying.
Author: Z.Q. Zhang ｜ TeachClaw engineering ｜ 简体中文