AI
The Smartest Revolution in History Can't Find Enough People to Build It
The story nobody is telling is how the construction industry will reshape AI.
Infrastructure
AI
I Built an AI Product for Infrastructure PMs in 6 Days. Ask These 5 Questions Before You Do.
Infrastructure Catalyst Issue #7 | February 24, 2026 In February, Anthropic and Cerebral Valley hosted Built with Opus 4.6, a global virtual hackathon marking one year since Claude Code launched. Over 13,000 people applied for 500 spots, putting the acceptance rate under 4%, roughly on par with Y Combinator.
Infrastructure
The Case for Civil Engineering in an Uncertain World
Infrastructure Catalyst Issue #6 | February 09, 2026 In 2025, engineering firms turned down work because they couldn't find enough civil engineers. That same year, tech companies laid off 245,000 people. One profession has a labor shortage. The other has a job shortage. The difference matters. The numbers
AI
I Stopped Using ChatGPT. Here's Why.
ChatGPT's market share dropped 22 points in 12 months. I switched to Claude a year ago and haven't looked back. Here's what shifted in 2025 and why it matters for infrastructure PMs.