Personal knowledge base
Personal knowledge management has a survival problem. People build elaborate Notion second brains, abandon them in three months, switch to Obsidian, abandon that, end up with three half-finished systems and zero net benefit. The systems that survive share two properties. They're easy to capture into, and the act of resurfacing happens automatically instead of requiring discipline.
The posts here are about what those long-running PKMs look like. How people who've been running a personal knowledge base for years actually use it day to day (spoiler: almost never via manual browsing, almost always via search or AI lookup). What capture habits compound versus which ones decay. How to structure a vault so the cost of adding a new note is near zero, even if the cost of retrieving it later is also near zero. How AI changes the math entirely. When an LLM can read your whole knowledge base, the structure matters far less than the capture rate.
You'll also find more opinionated takes here. The case against folders. The case for backlinks over tags. The argument that the second-brain era ends the moment LLMs can read raw markdown directly. Pick the ones that match your stage.
17 articles in this topic
articles
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How to Save a Claude Conversation as Markdown
Convert Claude conversations to clean Markdown: every turn, Artifacts as code blocks, citations preserved. Complete guide for researchers and AI users.
· #claude · #anthropic · #ai -
Claude + Obsidian: The 2026 AI Knowledge Base Setup
Connect Claude to your Obsidian vault in 5 minutes so your AI finally reads your notes, clips, and research. A step-by-step MCP guide.
· #claude · #obsidian · #ai -
Markdown Wikis Are Replacing RAG: Karpathy Explained
A folder of Markdown beats a vector database for personal knowledge. Why Karpathy's post-RAG pattern works, and how to build one fast.
· #rag · #llm · #knowledge-base -
Minibase Vault: Karpathy's LLM Wiki, Claude Built In
Andrej Karpathy's viral LLM Knowledge Base workflow needs a web clipper, a folder, and an MCP server. Minibase Vault is all three, in one toggle.
· #ai · #llm · #knowledge-base -
Minibase Vault Is a Wiki Builder for the Claude Era
Minibase Vault isn't just a folder of clippings. With the new Claude connection it's a living wiki that compiles itself, no setup required.
· #wiki · #knowledge-base · #claude -
Build a Personal LLM Knowledge Base in 15 Minutes (2026)
The simplest AI knowledge base: a folder of Markdown files read by Claude or ChatGPT. Smarter than RAG, no database, 15 minutes to set up.
· #ai · #llm · #knowledge-base -
How AI Agents Use Your Obsidian Vault (MCP + Markdown)
Connect AI agents like Claude Code to your Obsidian vault via MCP. Turn your saved Markdown notes into context that makes AI smarter about your work.
· #obsidian · #ai · #mcp -
Obsidian Daily Notes + Web Clipping That Works
Combine Obsidian's Daily Notes with web clipping for a lightweight knowledge capture system. Clip articles, log insights, and build context over time.
· #obsidian · #daily-notes · #workflow -
Query Your Saved Web Content With Obsidian Dataview
Use Obsidian's Dataview plugin to search, filter, and visualize web content saved as Markdown. Build dynamic dashboards for your clips.
· #obsidian · #dataview · #plugins -
PARA Method in Obsidian: Organize Your Web Clips Like a Pro
Use the PARA method to organize web content saved to Obsidian. A practical guide to clipping and filing your articles with real purpose.
· #obsidian · #para · #pkm -
7 Obsidian Plugins That Make Web Clipping Useful
The best Obsidian plugins for organizing, querying, and connecting web content saved as Markdown. Turn saved articles into a working knowledge system.
· #obsidian · #plugins · #workflow -
Obsidian Web Clipper vs Minibase: Better Markdown?
Compare Obsidian's official Web Clipper with Minibase for web-to-Markdown. A side-by-side test of output quality, AI features, and vaults.
· #obsidian · #web-clipper · #comparison -
The Zettelkasten Web Research Workflow for Obsidian
Build a Zettelkasten in Obsidian with web clipping. Turn articles, tutorials, and docs into atomic notes that compound over time.
· #obsidian · #zettelkasten · #pkm -
How to Save a ChatGPT Conversation as Markdown
Convert any ChatGPT conversation to clean Markdown: every turn, code blocks, tables, citations. Complete 2026 guide for researchers and AI users.
· #chatgpt · #openai · #ai -
How to Save a Notion Page as Markdown
Convert any Notion page to clean Markdown: toggles expanded, databases as tables, callouts preserved. Complete 2026 guide for Obsidian and AI users.
· #notion · #markdown · #knowledge-base -
Build a Second Brain with Markdown (2026 Guide)
The complete guide to a Markdown second brain. Clip web content to Obsidian, Notion, or Logseq in one click, with AI integration tips.
· #second-brain · #pkm · #obsidian -
Obsidian vs Notion: Best Markdown Workflow (2025)
Compare Obsidian and Notion for note-taking and knowledge management. Learn how to import web content to both tools. The complete comparison guide.
· #obsidian · #notion · #comparison