2 posts tagged with "pkm"

Your AI Assistant Generates Files. Here Is How to Manage Them.​

AI coding assistants like Claude Code, Cursor, and Windsurf are no longer just autocomplete. They are agents that read your codebase, remember decisions across sessions, and leave behind a growing trail of context files — memory files, conversation plans, project notes, settings.

These files are plain text sitting on your disk. They encode critical decisions, architectural trade-offs, and feedback you gave the AI. But most developers never look at them, let alone organize them.

TagSpaces can change that. In this post, we will walk through how to use TagSpaces to browse, tag, and search your AI context files — and how to go further by building a linked digital brain from interconnected Markdown files.

The personal knowledge management space is crowded. Whether you're organizing research, managing projects, or simply trying to keep your digital life under control, the tool you pick shapes your entire workflow.

In this article we compare five popular options — TagSpaces, Evernote, Notion, Joplin, and Obsidian — across the dimensions that matter most: privacy, pricing, data ownership, collaboration, and extensibility. Our goal is to give you an honest, balanced overview, not a sales pitch.