Topic
Agent Memory
4 posts on agent memory — guides and lab notes from real runs on hardware we own. New posts land here automatically. Start anywhere, or grab the copy-paste prompts that ship with them.
- 5 min read
57-71% of AI agents leak data between users. Here's what to do.
A June 2026 Mem0 survey of 8 major agent harnesses found that over half of them leak memory across users. Here is why keyword retrieval is a security risk and how to fix it.
- 5 min read
Your AI agent doesn't need memory. It needs a file.
I run a one-person company on scheduled agents and gave almost none of them memory. They write to files instead. Here is why that wins.
- 5 min read
57-71% of AI Agents Leak Data Between Users. Here's the Fix.
A 2026 Mem0 survey found 57-71% cross-user memory contamination across major agent frameworks. Here is why it happens and how to stop it.
- 7 min read
AI Agent Memory: How It Works and When You Actually Need It
Dario Amodei says continual learning will be solved this year. Here is what AI agent memory actually means for builders shipping agents right now. Three patterns, real tradeoffs, practical guidance.
The AI agent build notes
Real costs, real tools, no fluff. M-F when I ship, publish, or learn something worth sending.