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Engineering notes
What we learn building agentic systems, voice agents, retrieval, and automation for real workloads — written up so you can steal it.
A millisecond-by-millisecond breakdown of where response time goes in an AI phone agent — and the engineering that claws it back.
The tutorial pipeline works on clean text and collapses on real documents. Where it breaks, and the stack that doesn't.
Autonomy without guardrails is a liability. The engineering patterns that let an agent act on your systems without keeping you up at night.