I'm Kevin, a Staff Engineer at Snap who got here by way of film school and a post-production startup. I write about engineering craft, career growth, and learning to get out of my own way.

Recent Posts

• Burning the 3:40 AM Window

  Published:Jul 7, 2026

  |5 min read

  Fable 5 costs 2x Opus and burns like 6x. I spent a month learning to ration my wishes.

• Parachuting In

  Published:Apr 28, 2026

  |8 min read

  I don't hand-write code anymore. The hard parts didn't go away.

• Two tables

  Published:Apr 8, 2026

  |4 min read

  You don't start with parallelism.

• You can't borrow muscle memory

  Published:Apr 2, 2026

  |4 min read

  I copied 27 Claude commands and realized it wasn't doing me any favors.

• Temporary is Permanent

  Published:Mar 24, 2026

  |9 min read

  Light Iron announced it was winding down. Some memories from my first job, my first family in LA, and where I accidentally started writing software.

• You can use AI every day and still not get better

  Published:Mar 12, 2026

  |5 min read

  Working with AI isn't a binary skill. It's an instrument that requires deliberate practice.

• Ideas Die in Drafts

  Published:Mar 4, 2026

  |4 min read

  Some of my best ideas used to die before anyone saw them. That's changing.

• Wider, Not Faster

  Published:Feb 15, 2026

  |4 min read

  Working with AI changed what I'm willing to attempt. It also changed me.

• The Rock Tumbler

  Published:Jan 31, 2026

  |5 min read

  Some feedback is easy to act on. Other feedback takes work to process. That work might be the point.

• High-Bandwidth Communication

  Published:Oct 20, 2025

  |2 min read

  Why do some conversations click while others fall flat? Using the language of networking to understand human connection, trust, and saying what you mean.