AI Philosophy
Five Hypothesis On The Future of AI
Despite the blistering summer of AI that we are currently experiencing, most discussions about the future of AI today tend
The AI Engineering Brief Newsletter
Practical Insights on AI Agents, LLM Ops, Context Engineering
Vibe Coding
Vibe Coding, Revisited: From Weekend Chaos to Repeatable Craft
A sequel to “10 Ways to Vibe Code"
Internet of Agents
Protocols for the Agentic Era
How A2A and MCP Are Building the Infrastructure for Interoperable AI Agents
AI Guardrails
Why AI Safety Is Harder Than It Sounds: Lessons from DeepMind’s AGI Strategy
“Some humans would do anything to see if it was possible to do it. If you put a large switch
Internet of Agents
Architecting the Internet of Agents
IoA Needs Interoperability, Not More Silos
Vibe Coding
10 Ways to Vibe Code
....without losing the plot
MCP
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? Traditionally,
AI Engineering
From Coding to Spec-Writing
Navigating AI's Impact on Developers
RAG
Choosing Between RAG, Fine-Tuning, or Hybrid Approaches for LLMs
A structured guide for AI engineers making architecture decisions
AI Agents
RAGEntic AI: A framework for AI Agents
A blueprint for architecting AI agents
LLM Security
LLM Security 101: Defending Against Prompt Hacks
How attackers manipulate LLMs—And what you can do to stop them
LLM Fundamentals
The Art of Sampling: Controlling Randomness in LLMs
A Mental Model for Temperature, Top-k, and Top-p
Machine Learning
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,
LLM Scaling
Thinking Smarter, Not Harder: How LLMs Can Learn on the Fly
...or how I learned to stop worrying and love inference-time scaling
LLM Scaling
How to think about LLM Model Size
Breaking Down Parameters, Training Data, and Compute
RAG
Building, Breaking, and Rebuilding: My Journey to a Smarter RAG Application
Ever tried organising years of accumulated knowledge into a searchable system? That's what led me down the rabbit
AI Engineering
From ML to AI Engineering: Transforming How We Build AI Applications
a not so subtle paradigm shift
Heroku
Building a Matrix-themed Chat Interface with Heroku's New Managed Inference API
The Heroku Managed Inference and Agent add-on is currently in pilot. Apply to join the Managed Inference and Agents Pilot