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News
AI Agent Memory: Sliding Windows, Summaries, and Vector Storage
5+ hour, 9+ min ago (623+ words) The agent we built in Post #4 has one big problem — the moment the script ends, it forgets everything. Next time you run it, it starts from zero. No memory of past conversations, no retained facts, nothing. For a quick experiment…...
Muse + Vilix AI: Every AI I Use Now Shares One Memory
20+ hour, 53+ min ago (612+ words) I use too many AI tools. ChatGPT for brainstorming, Claude for writing and code, Cursor when I am deep in a repo, and Muse on my phone when I am away from my desk. Each one is good at its…...
Your Memory Server Did Not Say destructiveHint. By the Spec, That Means True.
22+ hour, 22+ min ago (684+ words) A tool that ships no annotations has not stayed silent about whether it is destructive. Under the MCP schema it has answered true. Himanshu Kumar had measured the other end of the same field a week earlier, on 2026-08-30, auditing a…...
Agent memory and questions to ask
23+ hour, 57+ min ago (575+ words) Tell a coding agent that your project runs tests with npm test. Start a new session and ask it how to run the tests. It answers correctly. Good first result. Now tell it the project has migrated to pnpm. Start…...
FAQ: Five Persistence Myths After the Chat Ends
1+ day, 3+ hour ago (1074+ words) The agent quoted a test I already deleted. I asked where that deleted file still lived. The working tree and the chat disagreed hard. Which memory was lying to me this time? That mismatch is the point of this article....
Agent memory that commits the write before it tries to embed
3+ day, 18+ hour ago (348+ words) I build on a connection that drops for hours at a time. That exposed an assumption nearly every agent memory library makes without stating it. It is an ordering decision, made once, that everything else follows from. The write is…...
Giving an AI agent memory is easy. Keeping it true is the hard part.
4+ day, 4+ hour ago (752+ words) Giving a coding agent memory that survives the session is not a hard engineering problem. A directory of markdown files outside any repo, one fact per file, an index that gets loaded at the start of every session. That is…...
A memory server may need two write paths, not one
4+ day, 9+ hour ago (118+ words) For anything an agent can persist, split the proposal path from the commit path and put a real trust boundary between them. If a model can save durable facts, untrusted text from one session could influence later sessions. A practical…...
My AI Remembered Everything Important. It Forgot What I Did Last Night.
4+ day, 14+ hour ago (849+ words) The core mechanism relies on SQLite with FTS5 for keyword matching. The connection graph lives on top of that. You might hear people talk about vectors for everything. Vectors exist as a secondary signal in mycelium. They are not the primary…...
From 47 to 84: The Full LoCoMo Benchmark Record of the NylonME Memory Engine
5+ day, 54+ min ago (647+ words) Every number in this article comes from reproducible evaluation scripts. Measurement basis: LoCoMo... Tagged with ai, llm, rust, opensource....