The Amped Journal

Naval Ravikant, co-founder of startup platform AngelList, argued that open-source AI models don't threaten frontier labs' profitability because the most valuable parts of the economy - investing, product development, cybersecurity, war, scientific discovery - are inherently competitive. "You pay to win, or someone else will," he wrote. A related analysis found users still send 80% of AI inference to closed models despite higher prices, since premium APIs capture high-value tasks where small performance gains justify the cost.

AI engineer and commentator swyx (Shawn Wang) said his "Kill My SaaS" coding competition drew more than 600 applicants, with 100 admitted. He called Anthropic's ultracode - a dynamic multi-agent coding mode in Claude Code - one of the most important coding innovations yet, noting a competitor built a strong submission using just three ultracode prompts and finished in 25-50% of the allotted time.

Simon Willison, an independent software developer and prominent AI-tooling blogger, published notes questioning whether "auto-mode" permission settings in coding agents actually fix prompt-injection risk. He said he wants to believe it does but isn't convinced yet - a caution relevant to anyone running AI agents with broad autonomous permissions.

Pieter Levels (@levelsio), a Dutch indie hacker known for Nomad List and Photo AI, said he and friends discussed the "Dead Internet Theory" - the idea that most online content is now AI-generated or bot-posted. He pointed to fewer genuine questions on Stack Overflow and AI reply bots overtaking Reddit and X to promote brands, arguing there's little real content left.

Levels said saving an instruction in Claude's memory - to always use ASD-STE100 Simplified Technical English, an aviation-industry writing standard - finally stopped what he called Claude's "crazy pursuit of talking more and more unintelligible every passing day."

Guillermo Rauch, CEO of hosting platform Vercel, outlined new protections against runaway cloud costs as AI agents increasingly deploy and scale infrastructure on their own: soft and hard spending caps, anomaly alerting, recursion protection for serverless functions, billing-usage APIs agents can query, and always-on DDoS mitigation across all plans.

Y Combinator co-founder Paul Graham said he asked a startup how fast it was growing; the founder said the current number was skewed by a spike from a recent product launch. Asked how fast they'd been growing before the spike, the answer was 40% a week - a pace Graham noted computes to nearly 40 million times over a year, unsustainable but a clear sign users like the product.

More than 500 incoming first-year students at Howard University, a historically Black university in Washington, D.C., were unenrolled after the school said their families missed a tuition payment deadline. About 200 have since been reinstated as students move in for the new academic year, though the outcome for the rest remains unclear.

A man has filed suit against officials in Brighton, New York, including Town Supervisor William Moehle, alleging they blocked him from displaying Christian symbols in the town square while allowing Islamic symbols to be displayed there. The lawsuit's specific legal claims and current status weren't detailed in available reporting.

Y Combinator co-founder Paul Graham said a surprising amount of his office-hours advice to founders amounts to giving them permission to do something simpler than they'd planned - repeatedly telling them, in his words, "you don't need to x, just y."

Riten Debnath, founder of freelancer-invoicing tool Fueler.io and a recent ReCon 2026 speaker, argued that sales and distribution separate real founders from hobbyists - noting thousands of well-built apps fail simply because no one sees them, while founders who treat every day like a demo day get traction.