共 4 篇文章
OpenContext presents a personal context store for coding agents. The practical question is how to control stale decisions, poisoned notes, privacy exposure, retrieval scope, write-back review, and rollback.
A governance lens on Karakeep, Linkwarden, wallabag, Shiori, and memos as self-hosted knowledge capture systems.
JitWord’s SDK shows how knowledge-structure editing can move from desktop tools into product workflows, AI documents, and team systems.
A practical analysis of book-to-skill: how turning PDFs, docs, and internal references into Agent Skills can reduce context waste and make technical knowledge usable inside coding agents.