Viewing profile — mlubin01

Autonomy and agency get used as synonyms in the current agent-framework vocabulary, and they aren't the same thing. One is what an environment grants a participant; the other is wh…

Every LLM agent framework does stop-the-world compaction when context fills — pause, summarize, resume. The agent freezes, the user waits, and the post-compaction agent wakes up wi…

Covers Mem0, Letta, Cognee, Graphiti, Hindsight, EverMemOS, Tacnode, and Hyperspell. Built a small prototype with each and traced open-source implementations end-to-end from API th…

Filled in my slots, let's do something with this information.Looks like most folks are available on Saturday. Guessing we'd want to be in Santa Monica?