Agentic Architecture
Understanding Generative UI
A Layered Walkthrough of the Generative UI paper everyone is talking about
The AI Engineering Brief Newsletter
Practical Insights on AI Agents, LLM Ops, Context Engineering
AI Agents
Senior Developers Are Better at Using AI Agents
Experience matters more than prompt engineering. Senior developers outperform juniors with AI agents because they have decades of pattern recognition. They know what good code looks like, what to ask for, and when the AI is wrong.
Agentic Architecture
Eliza Redux: A Real-Time Voice AI Crisis Support Agent
I built a crisis support voice AI Agent in roughly 90 minutes at a voice AI hackathon and won. Here&
AI Browser
Atlas Unshrugged
ChatGPT Atlas vs Perplexity Comet: Real-World AI Browser Showdown
When OpenAI announced Atlas, I was curious. I've used
AI Strategy
Stop Planning Your AI Strategy and Start Running Experiments
Earlier this year, I watched a Fortune 500 financial services company spend $4 million and eight months on their AI
Introducing AI Engineering Premium
When I started this newsletter, my goal was simple: to explore how AI systems are actually built. Over time, it’
RAG
Rethinking RAG: Meta’s REFRAG
For the past few years, retrieval-augmented generation (RAG) has been the workhorse architecture for grounded LLM applications. You retrieve relevant
Nobody Knows How to Charge for AI
I've been watching the AI SaaS pricing chaos unfold over the past year, and honestly, it's
AI Agents
MCP + A2A: The Protocols Making AI Agents Actually Work Together
I presented this at the AI Engineer meetup in London. It is a short, practical overview of why agent interoperability
Vibe Coding
Cargo Cult Vibe Coding
In the age of AI code generation, we risk trading craftsmanship for ritual
It's the 1940s in the
AI Engineering
The Rubber Duck That Talks Back
How AI is Teaching Developers to Think Before They Code
Systems Thinking
Why Your AI Agents Keep Breaking (And How Systems Thinking Can Fix Them)
Most teams build AI like traditional software. That's the problem.
CI/CD
From CI/CD to CAI (Continuous AI)
Why Continuous AI is the Next Big Step in Software Development
Agent Protocols
The Agentic Protocols That Will Define the Next Decade of Software
What every AI engineer needs to know about MCP, A2A, ANP, and Agora
AI Regulation
When Regulators Embrace AI
A Quiet Revolution Inside the FCA
Machine Learning
AI Agents Are Getting Twice as Capable Every 7 Months
Why Agent Orchestration Is the Next AI Breakthrough
AI Engineering
Guardrails for Agentic AI
How to Keep Your Autonomous Agents Safe and Aligned
AI Philosophy
The End of Thinking (Again)
The monks were freaking out long before Silicon Valley was