AI Agent Evaluation: What, How, When
Most teams pick the AI agent evaluation tool their framework integrates with, then a quarter later notice that one corner of the evaluation space is covered and the rest is exposed. The market has no
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Architecture and operational patterns for running AI agents in production at scale, across the agent itself, the model layer it depends on, and the operations that span both. Each post digs into a design question: what the design was optimizing for, what it gave up, and what would change the answer.
Most teams pick the AI agent evaluation tool their framework integrates with, then a quarter later notice that one corner of the evaluation space is covered and the rest is exposed. The market has no
Same workload, same tools, one model swapped: the cost per request moves by 96x. Somewhere in that range sits a budget your business has already decided, and you can compute it before you write a line