Anukriti Ranjan·2h agoAgentic Workflow decompositionMatching each step to the cheapest thing that can do it
Pankaj·8h agoChoosing an Agent Harness Is Now an Architecture DecisionUHP and HarnessRouter make agent runtimes easier to compare and integrate. The engineering challenge is proving which configuration…
Ning Xia·23h agoWhere Knowledge Goes in Your Agent HarnessGive each kind of knowledge its place in the harness before the task starts, so the model’s best guess is the one you expect
Ning Xia·23h agoYour Agent Harness Runs on KnowledgePrior knowledge has two parts: initial knowledge drives the task, and the acquired knowledge policy decides what happens to what the agent…
Micheal Lanham·1d agoThe Busy Wednesday Problem: How Confounders Teach Your AI Agent SuperstitionsInstinctual Learning, Part 9 of 9: why a tired night’s low mark must be subtracted before your agent learns a single thing about the food.
Rohit Pegallapati·1d agoBeyond the Prompt: Building AI Agents That Can Prove Their WorkYour coding agent opens a pull request. The unit tests pass. The diff looks tidy. Then a user tries the feature and discovers that the…
imbaresearchlabs·2d agoThe Rise of the Robotic Harness: Why Stanford is Freezing VLAs and Optimizing the Code Around ThemA comprehensive review of RoboArchitect and the paradigm shift from fine-tuning neural network weights to evolving executable control…
Micheal Lanham·2d agoImagine Before You Act: What Tolman’s Rats Teach AI Agents About World ModelsInstinctual Learning, Part 7 of 9: keep a model of the world before the task needs it, then check the plan against it before you act.
Micheal Lanham·2d agoStop Stuffing Transcripts Into Your AI Agent: Why Contextual Learned Memory Beats Conversation…Instinctual Learning, Part 8 of 9: three chapters, one conversation-history baseline, and what a few lines of learned state did instead.
SarathPanat·3d agoThe Agent Harness: What Makes an LLM Behave Like an AgentIf you are into coding, you have probably been surprised at least once. You give the same issue, with the same context and the same prompt…A response icon1A response icon1
