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technical deep dives, lessons learned, and system architectures from building with AI and real-time systems.

"Beyond the ReAct Loop: Engineering Long-Horizon AI Systems with Deep Agents"28d ago

An architectural deep dive into shifting from simple reason-and-act loops to structured deep agents with persistent memory, orchestration, and human-in-the-loop controls.

"Building Intelligent Agents with LangChain: Runnables, Tools, and Human-in-the-Loop"31d ago

A deep dive into LCEL, custom tools, and implementing human oversight in autonomous agent workflows

Building ModelVerdict: Letting Two LLMs Fight It Out64d ago

Why comparing model outputs side by side beats benchmarks for picking the right LLM

What I Learned Building a RAG Book Assistant102d ago

Chunking, retrieval and the unglamorous details that actually make RAG work

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