✦ paradigm shiftMostly Real
Sunday, March 22, 2026
ADOPT BEST PRACTICES FOR CODING AGENTS WITH GIT WORKFLOWS
Self-hosted, semantic knowledge base for personal RAG.
3/5
now
RAG engineers, personal knowledge system users, agent devs
◆ What Changed
Disconnected notes/data → Graph-based, queryable personal knowledge.
◇ Why It Matters
RAG builders gain private, structured data; agents get long-term memory.
🛠 Builder Opportunity
Create a private agent that answers questions from your documents.
⚡ Next Step
→ Deploy Atomic for personal RAG, connecting it to your LLM.
📎 Sources