Mark Essel

1/ Ever watch an AI agent confidently build the wrong thing? You say "add a simple auth flow." It spits out a 200-line god function with wrong assumptions, broken edge cases, and zero security. The model isn't the problem. The missing structure is.

@mattpocockuk 9/ Ready to try it? One-click template → drop into any new project and start shipping cleaner AI-assisted features. github.com/victusfate/sca… Would love your feedback if you test it!

8/ The core workflow (design Q&A → PRD → vertical-slice TDD) is adapted from @mattpocockuk's excellent skills. I added cross-harness compatibility, read-once token hooks, and tighter agent constraints.

1/ Ever watch an AI agent confidently build the wrong thing? You say "add a simple auth flow." It spits out a 200-line god function with wrong assumptions, broken edge cases, and zero security. The model isn't the problem. The missing structure is.

open-sourcing a 3D gen toolkit for Claude Code input image → environment, meshes, physics, lighting, & audio

This one cracked me up this morning by @james406

Thought this was pretty cool -> results here tanay.xyz/3kchallenge/

AI can make work faster, but a fear is that relying on it may make it harder to learn new skills on the job. We ran an experiment with software engineers to learn more. Coding with AI led to a decrease in mastery—but this depended on how people used it. anthropic.com/research/AI-as…

@howardlindzon really looking forward to Karoline defend this one 🤪

so much grace and dignity from sir blather a lot

Building my first (multi) agent workflow with an mcp server. Using LangGraph so far, and my co-worker is using ADK. The tooling seems young but capable

Fun morning read by Carl T. Bergstrom and Jevin D. West thebullshitmachines.com

@EverythingOOC Behind-the-scenes look at John Wick's intense bike fight sequence 🔥

A Chinese man invented an anti-mosquito device by attaching a net to a fan and placing a UV light behind it. The mosquitoes are drawn to the light and then get sucked into the net. I’m ready for this summer😭

Super cool watch on training robots youtu.be/_2NijXqBESI?si…

Google notebook lm is out macrumors.com/2025/05/20/goo… thanks for the tip @marcvanolmen