engineering @ ShopBack; creator of https://xitter.cf/t.co/HI1XYMVpSN
The last few days have been rough for anyone who runs software on the internet. On October 21, PHP shipped emergency patches for two critical remote code execution flaws now called PHP2Shell, found wi…
A lot of engineers want to learn agentic engineering now. I think many of them are starting from the wrong end.
Most of my coding agent work now runs through more than one agent. A manager agent brainstorms with me, starts an executor, checks on it, and later brings in a reviewer. Sometimes I resume a session t…
When building AI DevKit (https://github.com/codeaholicguy/ai-devkit), I had to look much deeper into different coding agent harnesses. Each one has its own structure, workflow, and mental model.
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 c…
A common question that I still see flying around is that: will skills replace MCP?
I have been running multiple coding agents at the same time for a while now.
I used to think the hard part was getting people to use AI. Now I think that is only the first step.
AI makes it easy to produce output. You can generate code, designs, marketing ideas, user flows, or even a prototype in a few minutes. It looks impressive on the surface. It also creates a trap. Peopl…
