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SimpleApply
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She literally broke down how to run evals in Claude Code (built the whole thing live): 01:34 - What people get wrong with evals 04:35 - Why product taste is the alpha now 09:28 - Building a PM agent from one prompt 19:00 - Instrumentation without writing code 22:00 - Watching traces stream in live 28:00 - Getting Claude to write your first eval 33:58 - When vibe evals work and when they don't 48:50 - The self-improving loop (this part is wild) 01:03:00 - Same-day shipping is real 01:06:00 - The context graph unlock







Indians have messed up so royally that even Seattle subreddit is anti-immigrants now. Just wow






















CLOUDFLARE CEO EXPLAINS HOW HE CHOSE WHICH EMPLOYEES TO LAY OFF DUE TO AI This man just laid off 1,100 people during Cloudflare's best quarter in company history. $639.8 million in revenue. 34% growth. Record free cash flow. He then wrote a Wall Street Journal op-ed explaining how he decided which employees to replace with AI. His framework: every company has 1) builders (engineers) 2) sellers (salespeople) 3) measurers (middle managers, operations, HR, finance, analytics) According to him: AI replaces the measurers. He admitted he could not find a single example in U.S. business history of a public company growing at 30%+ that simultaneously cut 20%+ of its workforce. So he made himself the first. The stock dropped 24% before rebounding steadily the past two weeks. Nearly 1 million people applied for 1,111 Cloudflare internships. He cited that as a sign of opportunity. Read that ratio again. That is 900 rejections for every single acceptance. So, I wonder: if AI truly made your employees more productive, wouldn't the rational move be to keep them and capture more output? You only cut if this is about margins. Not transformation. Margins. Cloudflare has over a dozen roles open in India on LinkedIn, and has filed for 251 H-1B employees in the past 24 months.












