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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

Adopt best practices for coding agents with Git workflows — The Daily Vibe Code | The MicroBits