I spend most of my time in the AI DevKit agent console. I start one agent as the manager, usually Codex, and brainstorm with it. Once an idea becomes concrete enough to execute, I ask the manager to create another agent and hand off the work. That executor might run in Codex, Claude Code, Pi, … Continue reading How I run AI coding agents as a team with AI DevKit
Tag: agentic engineering
A practical roadmap to learn agentic engineering
A lot of engineers want to learn agentic engineering now. I think many of them are starting from the wrong end. They jump straight into MCP, multi-agent systems, autonomous workflows, and every shiny demo on X. It looks exciting and also feels like the future. But for most engineers, that is not the right place … Continue reading A practical roadmap to learn agentic engineering
More agents, same human brain
I have been running multiple coding agents at the same time for a while now. Sometimes I have Claude Code working on one feature, Codex reviewing a plan, Gemini CLI exploring another direction, and another Claude session fixing a smaller issue in parallel. On paper, this sounds like the future of software engineering. One engineer, … Continue reading More agents, same human brain
How to become a 10x engineer with AI
In the previous post, I shared my perspective on the new 10x engineer in the AI era. A modern 10x engineer creates outsized impact by turning unclear problems into safe, shippable outcomes with less friction across the team. AI helps with that, but only if the engineer knows how to use it well. This is … Continue reading How to become a 10x engineer with AI
The new 10x Engineer with AI
The idea of the “10x engineer” has always been a bit controversial. Some people see it as a myth. Some people see it as a harmful label that creates hero culture. Some people have worked with engineers who clearly create much more impact than others, and believe the idea is real. I sit somewhere in … Continue reading The new 10x Engineer with AI
How my AI workflow evolved from prompts to workflow
About six months ago, my AI workflow was already useful. I had reusable commands. I had predefined templates. I had a decent setup in Cursor and later Claude Code and Codex. It was enough to make AI generate code faster, help me plan, and reduce some repeated prompting. That was already a big step up … Continue reading How my AI workflow evolved from prompts to workflow
My Experience in Agentic Engineering
It has been one year since I wrote about how much faster AI can make a team. Back then, the conversation was about speed. Today, it is about discipline. If you are still coding the same way you did two years ago, you are underperforming. Not because you are not capable. But because the leverage … Continue reading My Experience in Agentic Engineering
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