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Context engineering: the job prompt engineering grew into

Context engineering is deciding, for every request, exactly what the model gets to see: the instructions, the knowledge retrieved for this question, what the system remembers about the user, the tools…

  • Context engineering selects and prepares information for language models.
  • It involves deciding what data the model should see, such as instructions and retrieved knowledge.
  • As context grows, model performance may degrade due to dilution of important information.

week 3 ( Hacktoberfest )

🦥 SlothMesh: Energy-Paced Edge AI with Gemma 4 on Arduino UNO Q This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady .

  • SlothMesh is an open-source edge AI prototype for wireless network monitoring and remediation.
  • The system uses TinyML on Arduino UNO Q and Gemma 4 for AI layers.
  • SlothMesh aims to reduce unnecessary computation and avoid external AI APIs.

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