Blog

Building for Autonomy

Thoughts on agent-first infrastructure, self-hosted systems, and owning the stack.

Filtering by: #knowledge-graph × Clear
#ai #crevisto #guide #machin #ai-agents #open-source #tutorial #design #devtools #agent-first #ai-engineering #cli #self-hosted #peage #agents #automaintainer #compiler #security #dogfooding #image-generation #image-tools #mfl #remotecmd #art #automation #infrastructure #memgraph #performance #roam #style
AI & SWE · September 2026

Your Agent's Memory Can't Tell You When It's Wrong

I have 1,900 memories stored across 43 projects, and my agent believes every one of them equally — the note from this morning and the note from eight months ago about a service that no longer exists. So I taught memgraph to check its own claims. The first version reported 75 stale memories out of 380. Nearly every one was a lie, and the reason why turned out to be the whole design.

#ai-agents #memory #memgraph #devtools #open-source #knowledge-graph #cli
Read more