Trying to sanity check my understanding of “agent” systems.

<!-- SC_OFF --><div class="md"><p>want to put a different multi-agent direction on the table because most of what i see assumes task teams.</p> <p>the dominant pattern right now:

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1st2r1v/at_some_point_managing_agents_started_feeling/"> <img alt="At some point managing agents started

<!-- SC_OFF --><div class="md"><p>I’ve been in QA for almost a decade. My mental model for quality was always: given input X, assert output Y. Now I’m on a team that’s shipping an

<!-- SC_OFF --><div class="md"><p>&quot;The commons is busy. Contributors to open-source generative-AI projects doubled year over year. The frameworks offer what enterprises

<!-- SC_OFF --><div class="md"><p>I've been experimenting with different ways to give AI agents access to a real computer (not just code execution) and wanted to share what I've

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s439q8/why_does_my_agent_keep_asking_the_same_question/"> <img alt="Why does my agent keep asking the same

<!-- SC_OFF --><div class="md"><p>I’ve been digging into healthcare AI systems lately and one thing feels obvious but weirdly ignored.</p> <p>Single-model setups just don’t work

<!-- SC_OFF --><div class="md"><p>Gemini 3.5 Flash launched Tuesday, and Google barely framed it as a conversational product. Instead, the company focused on coding pipelines,