The AI Engineering Brief

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March 2025

Architecting the Internet of Agents
IoA Needs Interoperability, Not More Silos
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Anup Jadhav
7
10 Ways to Vibe Code
....without losing the plot
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Anup Jadhav
Streamlining AI-to-API Communication: A Practical Guide to Model Context Protocol
Have you ever wondered how AI assistants/apps/tools interact with external systems like databases, APIs, or file systems?
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Anup Jadhav
From Coding to Spec-Writing
Spoiler alert: Coding isn’t disappearing- it's evolving.
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Anup Jadhav
Choosing Between RAG, Fine-Tuning, or Hybrid Approaches for LLMs
A structured guide for AI engineers making architecture decisions
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Anup Jadhav

February 2025

RAGEntic AI: A framework for AI Agents
A blueprint for architecting AI agents
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Anup Jadhav
1
LLM Security 101: Defending Against Prompt Hacks
How attackers manipulate LLMs—And what you can do to stop them
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Anup Jadhav
1
The Art of Sampling: Controlling Randomness in LLMs
A Mental Model for Temperature, Top-k, and Top-p
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Anup Jadhav
1
Deep Dive into LLMs like ChatGPT by Andrej Karpathy - TL;DW version
I think everything that Andrej Karpathy shares on X or YouTube is a goldmine of information, and his latest video, Deep Dive into LLMs like ChatGPT, is…
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Anup Jadhav
Thinking Smarter, Not Harder: How LLMs Can Learn on the Fly
...or how I learned to stop worrying and love inference-time scaling
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Anup Jadhav
© 2025 Anup Jadhav
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