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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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AI EngineeringLLMs2 min
Why most AI agents fail in production
The demo works, the pilot stalls, the rollout quietly dies. Four failure modes we see in almost every agent project — and what a system that survives contact with real users looks like.
Ishtiyaq KhanJul 28, 2026
AI EngineeringLLMs1 min
RAG is not a product: retrieval patterns that hold up
Chunk, embed, search, stuff into a prompt. That pipeline gets you a convincing prototype and a support queue full of confidently wrong answers. Here is what we build instead.
Ishtiyaq KhanJul 14, 2026