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Deep Tensors TeamAug 20, 20261 min read
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Deep Tensors Team
Engineering
Notes from the team shipping AI, web, and automation systems for companies that need them to actually work on Monday morning.
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We help teams take AI systems from prototype to production — evaluation, infrastructure, and the interface around it.
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EngineeringLLMs1 min
A practical LLM evaluation harness you can build in a day
You do not need an evaluation platform. You need fifty cases, a runner, and the discipline to look at the output before you ship.
Ishtiyaq KhanAug 22, 2026
AI EngineeringDesign1 min
Design systems for AI products: showing uncertainty honestly
Confidence, sources, and the moment a system should admit it does not know — interface patterns for products whose output is probabilistic.
Deep Tensors TeamAug 22, 2026