Knowledge-Management
PKM, note-taking, organization
26 practitioners working with Knowledge-Management:
Alex Newman's Persistent Memory for Claude Code
How a 20-year web veteran built the most-starred Claude Code plugin by treating AI memory as a compression problem
Artur Piszek's WordPress Personal OS
How a software engineer turned WordPress into a self-hosted personal operating system with AI-ready architecture
Automated Development Journaling with MCP and CLAUDE.md
Connect Claude Code to your note app via MCP, then use CLAUDE.md instructions to create journals automatically as you work
Brian Christner's Human OS
How a Docker Captain built a unified personal operating system using AI and MCP servers
Build a Personal Knowledge Graph
Connect your notes, projects, and contacts in a queryable graph. Entity extraction, Neo4j setup, and Obsidian graph visualization.
Build a TIL System That Actually Works
Set up a Today I Learned repo in 10 minutes. Low-friction knowledge capture that compounds into a searchable reference.
Building an AI Second Brain
Transform AI from chatbot to persistent knowledge partner
Debanjum Singh's Open Personal AI
How the Khoj founder builds trustworthy AI assistants that search your documents locally
Digital Gardens
Non-linear personal knowledge sites that grow over time. Not blogs. Notes evolve publicly without pressure to be finished.
From Chat to Cron: Building Automated PKM Pipelines
Stop manually organizing notes. Build cron-triggered AI workflows that process, tag, and connect your knowledge base on autopilot.
Graph Memory for Personal AI
Knowledge graphs track relationships between people, projects, and time that vector databases miss. Build AI memory that understands context across sessions.
Hybrid Search: Combining Keyword and Semantic Retrieval
Vector search misses exact matches. Keyword search misses concepts. Hybrid search with reciprocal rank fusion combines both for personal knowledge bases.
Jinyoung Kim's AI4PKM System
How a Naver data scientist built a multi-agent system where AI maintains your personal knowledge base automatically
Lance Martin's Claude Diary
How a LangChain engineer built a self-learning memory system that lets Claude Code update its own instructions
Linus Lee's Custom AI Tools
How a tools-for-thought researcher builds personal AI systems from scratch to expand what's possible to think
Maggie Appleton's Digital Garden: Six Patterns for Building a Personal Knowledge System
Learn Maggie Appleton's proven digital garden framework: topography over timelines, growth indicators, and evergreen notes for public learning.
Multi-Agent Knowledge Management
When a single AI can't handle your PKM needs, specialized agents working together can automate capture, processing, and synthesis.
Nat Eliason's AI Productivity Stack
How the Growth Machine founder evolved from Roam Research to AI-powered systems for goals, writing, and personal knowledge
Personal Search: Searching Your Own Data
Build a search engine for your notes, journals, tweets, and memories instead of the web
Ray Svitla's Context Obesity Framework
How a network-state researcher reframes burnout as overloaded working memory and offers a systematic fix for AI-augmented workflows
Stan Girard's Open Source RAG Framework
How the Quivr creator went from weekend prototype to 38K GitHub stars and Y Combinator backing
Swyx's Learning in Public
Why documenting your learning publicly creates more career opportunities than private study.
Teresa Torres's Claude Code Task System
How the Continuous Discovery author built a personal operating system with Claude Code, Obsidian, and custom slash commands
Tiago Forte's Second Brain + AI
PARA and CODE methods with AI. What works, what doesn't, and where AI actually helps.
Voice-First Content Creation
Replace typing with talking. Brain dump while walking, transcribe with AI, generate multiple versions, polish the best. From 2 hours to 30 minutes per piece.
Voice-First Note Capture: Whisper to Structured Markdown
Use whisper.cpp for local transcription, then LLM post-processing to convert rambling voice memos into structured notes with headers, bullet points, and action items