cd /news/ai-agents/your-second-brain-doesnt-need-rag-it… · home topics ai-agents article
[ARTICLE · art-36816] src=pub.towardsai.net ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Your Second Brain Doesn’t Need RAG. It Needs a Map

Andrej Karpathy proposes a markdown-based system for information retrieval using agents, arguing it preserves context better than RAG. The approach aims to improve how AI systems access and organize knowledge.

read1 min views5 publishedJun 23, 2026

Karpathy’s markdown system for retrieving information with agents appears to be the best way to avoid losing context compared with RAG and… Continue reading on Towards AI »

── more in #ai-agents 4 stories · sorted by recency
── more on @andrej karpathy 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/your-second-brain-do…] indexed:0 read:1min 2026-06-23 ·