No thought-leadership. Just concrete patterns, anti-patterns, and what breaks at 3am — from the agents we actually run.
The five failure modes that kill AI projects between the demo and the first 30 days live. Structured outputs, retries, observability, cost controls, and the human loop — what each actually means in code.
Read →A walkthrough of the playbook we apply to every client: model routing, aggressive caching, prompt compression, and when semantic cache is a trap. With real numbers.
Read →Three techniques, three jobs, one decision tree. Stop fine-tuning for knowledge that changes weekly. Stop RAG-ing for voice and format. Here’s how to tell them apart.
Read →One email when we publish. No newsletter cadence, no filler.
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