htlabs Notes from production — patterns, postmortems, and what we're learning along the way.
Not every workflow needs a model. Here's how we decide between deterministic automation and AI-assisted systems.
Read more →AI initiatives stall when scope outruns clarity. Pick one painful process, instrument it, and ship a focused solution before expanding.
Read more →An introduction to who we are, what we believe, and why we focus on production AI rather than experiments.
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