TAG://#devtools

5 posts tagged #devtools

2026-08-17series: Agent Readiness

> How Do You Keep Agents From Lying? Create a Source of Truth.

I sent 78 autonomous agents against my own website and refused to believe a single thing they told me. Every success claim needed a cryptographic receipt from the server. Here's what the receipts caught, and why I think response signing is the cheapest trust infrastructure you can build.

#ai (15)#agents (4)#security (8)#devtools (5)

2026-08-11series: Agent Readiness

> I Tried to Prove Agent-Readiness Saves Tokens. 52 Runs Later, I Can't.

I built a scanner that grades repos on how readable they are to AI agents, then ran a controlled experiment to see if any of it matters. The result is a null, plus three things I did not expect about how agents actually read your code.

#ai (15)#agents (4)#opensource (23)#devtools (5)

2026-08-11

> I Put One Example in a Prompt and It Decided How the Agent Read My Whole Repo

I was benchmarking agent-readiness when I noticed the agent never opened a single markdown file. Not the README, not AGENTS.md, nothing. The cause was one helpful sentence I wrote in the prompt.

#ai (15)#agents (4)#prompting #devtools (5)

2026-04-23series: Review Bomb

> Your Phone as a Terminal: One Command, One QR Code, No SSH Client

A code review of TermBeam, a Node CLI that shares a local terminal to your phone over a QR code — no SSH, no port forwarding, no static IP.

#opensource (23)#javascript #security (8)#devtools (5)

2026-04-14series: Review Bomb

> What's Actually in Your Docker Image? Reading the Parser That Tells You

A Rust TUI that inspects multi-gigabyte Docker images using 80 MB of RAM where dive chokes. I read the streaming tar-in-tar parser, wrote the project's first 55 unit tests, and got them merged same day.

#opensource (23)#rust (10)#docker (2)#devtools (5)