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Faysal Islam Fahad
Full-stack AI engineer
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Writing
Notes from the build.
Notes by Faysal Islam Fahad on building LLM features, agents and ML systems that hold up in production.
Jun 13, 2026 · 5 min
Building Reliable AI Agents with LangGraph
A pragmatic guide on why standard LLM chaining fails and how stateful cyclic agent architectures solve edge cases in production.