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.
Topic
AI Agents
Agents are useful when the loop is designed well. This topic collects the articles where I break down the difference between demos, workflows, memory, tools, evals, and systems that survive real constraints.
agentagentsagenticworkflowworkflowsloop engineeringmemorytool usemcpharness
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
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
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
AI Agents10 min read
Deep Research Agents: The Next Big Leap Beyond ChatGPT
OpenAI’s Deep Research Explained
AI Agents10 min read
2025: The Year of AI Agents
Million-Token Context? Cheap Tools? Perfect Time for Agents
AI Agents3 min read
How to Really Build on Top of LLMs
(full training session) (typical path for companies)
AI Agents5 min read
How FlashMLA Cuts KV Cache Memory to 6.7%
DeepSeek's Game-Changer for LLM Efficiency
Large Language Models7 min read
Research With AI Tools
Research and Writing: Why AI Tools Change the Workflow
Large Language Models6 min read
Long Context Models Explained: Do We Still Need RAG?
Retrieval-Augmented Generation vs. Long Context: A Comprehensive Comparison
AI Agents7 min read
Mitigating AI Hallucinations: Exploring MetaGPT's Collaborative Framework
What is MetaGPT? LLM Agents Collaborating to Solve Complex Tasks
AI Agents4 min read
Deepmind's new model Gato is amazing!
Gato: A single Transformer to RuLe them all! The first generalist RL agent using transformers!