AI Agents4 min read
How to Build a Memory Your AI Agents Can Actually Reuse
The useful part is not giving agents more context. It is making your research, notes, and sources available again in the next session.
Blog
AI engineering essays, explainers, and practical notes.
My blog on practical AI engineering, LLMs, agents, research, and what is actually useful to build.
AI News and Analysis9 min read
What Did Microsoft's MAI Model Actually Train On?
Model choice is not only about benchmark scores. It is also about what behavior the model inherited.
Large Language Models15 min read
How Image Generation Actually Works
The real process behind Midjourney, Gemini, FLUX, and ChatGPT
Large Language Models18 min read
How Google Went From AI Joke to OpenAI’s Biggest Problem
Everyone Laughed at Gemini. Now It’s Everywhere.
Computer Vision11 min read
Your AI Can Improve Itself — Or Fool You
Self-Improving AI Is No Longer Theory
Large Language Models16 min read
AI Distillation Explained: The Truth Behind the Biggest AI Controversy Right Now
US AI Labs Accused China of Stealing
AI Agents8 min read
How to Control Bias in AI Agents
The guardrails, audits, and human review loops that actually work
AI Agents9 min read
Harness Engineering: The Missing Layer Behind AI Agents
The clearest way to understand the difference between prompt engineering, context engineering, and harnesses
Large Language Models11 min read
Why RAG Is Not Training Your AI
Are You Actually Changing the Model, or Just Giving It Context?
AI Engineering10 min read
What I Look For When Hiring AI Engineers
After interviewing more than 100 candidates, here’s what actually stands out in AI engineering interviews and take-home assignments
AI Agents6 min read
Stop Building Agent Demos
Agentic AI Engineering teaches you how to design, evaluate, and deploy autonomous systems that don’t collapse under real constraints
Large Language Models9 min read
I Published 42 Shorts on AI Terms in 42 days
Because Prompting Was Never the Real Problem
AI Agents14 min read
The 12 Questions That Decide Your AI Architecture
A cheatsheet to avoid costly rework in agent systems.
AI Agents9 min read
Multi-agent is becoming the new overengineering
You’re not building agents. You’re building workflows (and that’s fine)
AI Agents23 min read
How to Clean Up AI-Generated Drafts Without Sounding Like ChatGPT
How to Spot and Remove “AI Slop” from Your Writing
Large Language Models13 min read
Why AI Feels Intelligent (and Why That’s Misleading)
A clear explanation of what LLMs actually learn, why humans are different, and why AGI is not around the corner
AI Engineering2 min read
Earn While Helping Others Learn AI
1 referral = our bestselling book. 3 referrals = a course. 10 = full access + affiliate tier
AI Agents10 min read
Deep Research Agents: The Next Big Leap Beyond ChatGPT
OpenAI’s Deep Research Explained
Large Language Models5 min read
What actually changed with GPT-5
Reasoning, tools, costs and when mini beats it
AI Agents10 min read
2025: The Year of AI Agents
Million-Token Context? Cheap Tools? Perfect Time for Agents
