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LLM Engineer Handbook. A guide to building AI applications that actually work in the real world.

github.com/SylphAI-Inc/LLM-engineer-handbook

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Updates

August 2025
  • Merge pull request #27 from omrylcn/patch-1
  • Merge pull request #28 from maskedsyntax/add-llms-from-scratch
  • Add Raschka's LLMs-from-scratch repo to Modeling section
July 2025
  • Add Awesome-LLM-Agent-Optimization-Papers to Agent resources
  • add memory
May 2025
  • Merge pull request #21 from mmabrouk/patch-1
April 2025
  • add 12 factor agents
  • add anthropic's building effective agents
  • Update README.md
  • Merge pull request #26 from strickvl/patch-1
  • add openai agent guide
February 2025
  • Add LLMOps Database
January 2025
  • Update README.md
December 2024
  • Merge pull request #23 from abhishekkrthakur/patch-1
  • Merge pull request #24 from adipolak/patch-1
  • Update README.md
  • Add AutoTrain
  • include SmolLM
  • Merge pull request #22 from SylphAI-Inc/li
November 2024
  • Merge pull request #16 from jaume-ferrarons/patch-1