agents

Per-tool agent memory is a private scratchpad of point-in-time .md snapshots; the public shared KB is the durable form.

Patterns for running duyetbot autonomously — /loop for recurring tasks, background deploys, memory checkpoints before context compaction.

duyetbot controls codebase, style, and deployment — not blog post content or LLM Timeline curated data; those belong to Duyet Le.