Ai-Agents on

Keep the box, save the prompt

Mon, 19 Oct 2026 11:24:18 -0400

My grandmother hated throwing away the boxes things came in. There was a mountain of them in the storage closet by the kitchen that threatened to topple over every time we needed something from the closet. She argued that keeping the boxes was practical. There’d come a time when we’d need to move house or sell something, and the boxes, with their perfectly molded Styrofoam would keep their contents safe and presentable.

Should I use an agent?

Thu, 16 Jul 2026 15:48:06 -0400

Every once in a while you find yourself caught between two warring bureaucratic processes. This was me back in 2024, while I was trying to finalize my immigration paperwork. I was missing a key document that only Cook County (the Chicago district I lived in at the time) could provide. The only problem was that their standard document format didn’t satisfy USCIS’s specific requirements, and I was quickly running out of time.

Ship fast, think later

Mon, 29 Jun 2026 17:27:04 -0400

I started freelancing this year. This has meant jumping between unfamiliar codebases and getting productive as quickly as possible. A year ago this process entailed scouring through READMEs and directly pairing with a more veteran engineer to further familiarize myself with the codebase. Today, the process couldn’t be more different. I prompt an agent to walk me through general architecture, set up my local build environments and I’m often opening a PR within the first few hours of work.

Infra has an intent problem

Tue, 24 Mar 2026 10:14:13 -0400

In a past job, I broke networking within my first week of starting. The change? A single line commit that added a customer domain to a reverse proxy control loop that directed traffic to a specific server.

api.somecompany.com, api.anotherfancynewcompany.ai {
  reverse_proxy http://localhost:4200
}

At a glance, this code is legible, it should work; we’re manually proxying traffic from two domains to a locally running instance. A passing caddy validate run further verifies this.

Whatever you do, don't lose the plot

Fri, 20 Mar 2026 15:13:19 -0400

The other day, I was working on translating data from a file into json to visualize the results. Easy enough, given that this was an operation I’d done countless times in the past. Still, I blanked. After spending months delegating all coding related tasks to an agent, I’d completely lost the muscle memory of a simple fs.readFileSync call. I ended up sheepishly reaching for Claude, which wrote the function in more time than past me would have taken.