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Tuning an agentic system like a model: auto research with AgentHippo and Claude Code
An agentic system's parameters are its models, prompts, harnesses, agents and memory. We tune them on accounts-payable recovery in a loop run by Claude Code. Haiku 5.5 with learning beats Opus 5.5 without it.
OpenAI opens the door to open models. Is your agent stack ready to walk through it?
OpenAI and Baseten just made open models available to enterprise customers. Here is what a multi-model world changes for agent teams, and the four habits that let you win in it.
What a company needs before its AI agents can act
What it takes to deploy and serve an agent for real users: the full stack around it, layer by layer, and what breaks when one is missing.
Why Agent Pack
A versioned, deployable unit of agent — prompt, tools, engine, and permissions — that you can review, roll back, and run on your data.