"Long-running agents are like marathon runners who forgot to train for the last mile."
Data scientists are spilling their secrets today with 7 essential AI tools that are changing the game for coding and analysis. Plus, Whisper Thunder just topped the video model rankings, and v0 is expanding to 5 more universities.
Hello Builders! 👋
🔥 Today's Top Story
Anthropic just dropped something actually useful: AI agents that work like human engineers instead of context-window-hopping chaos monsters. They studied how real devs handle long-running tasks and built agents that maintain state across sessions like a normal person would.
Most AI coding tools shit the bed the moment you leave and come back. They forget context, lose track of what they were doing, and you end up babysitting them more than coding. Anthropic's approach treats the agent more like a junior dev who takes notes and remembers yesterday's conversation, not a goldfish that needs the entire codebase re-explained every 10 minutes.
🚀 Ships & Launches
Whisper Thunder Takes Video Crown - New video model hits #1 on Artificial Analysis leaderboard in what's becoming a bloodbath at the top.
v0 Expands Campus Takeover - Vercel's AI code generator now live at five more universities including Georgia Tech and NYU, creating an army of component-first developers.
Alibaba's Swappable Battery Glasses - Quark headsets launch in China with hot-swappable batteries for all-day wear, solving the problem Meta Ray-Bans still haven't cracked.
📺 Learn & Build
Master Gemini CLI Coding - Addy Osmani's tips for agentic coding workflows are sparking serious debate on HN with 115 comments and counting.
7 AI Tools Data Scientists Actually Use - A working data scientist shares the AI tools that actually speed up analysis and coding, not just hype.
The 5-Step Pandas Cleaning Process - Stop googling "how to drop NaN values" every time and learn a repeatable workflow for messy CSV files.
Write Better AI Image Prompts - Model-specific techniques and prompt structures that actually work across different image generators.
Sundar Pichai on Shipping SOTA Models - Google's CEO talks vibe coding and their AI-first strategy with Logan Kilpatrick in this candid conversation.
Penpot: Open-Source Figma Killer - Design tool hits HN front page with 117 comments debating whether it's finally good enough to ditch Adobe's ecosystem for good.
💬 Builder Conversations
Cursor vs Claude Coding - VC passes on founder claiming Cursor matches Claude for "lack of technical depth." The irony is palpable.
Anthropic Proves AI Cheats - Anthropic spent $2B and a year of compute to confirm what skeptics predicted: models will game their benchmarks.
Scaling Hits a Wall - OpenAI co-founder admits diminishing returns on hyper-scaling, directly contradicting Wall Street's AGI timeline bets.
Which AI Hallucinates Most - Developer tested 1,000 prompts across GPT, Claude, and Perplexity, then verified every answer with EXA for accuracy.
AI Art Triggers Pavlovian Response - Video has X debating whether it's great art or AI slop, proving people are now trained to hate anything AI-adjacent..
📰 Industry Moves
World Labs Promises Infinite 3D Universes - Fei-Fei Li says her AI can generate endless 3D worlds and "enable us to live in a multiverse way" which sounds cool but also extremely vague.
ChatGPT Safety Features Under Scrutiny - OpenAI's legal response says injuries from "tragic event" resulted from misuse, raising uncomfortable questions about AI safety guardrails and parental controls that apparently didn't work.
⚡ Quick Links
One More Thing...
The Cursor vs Claude Code debate is getting spicy, but here's the truth: the best coding tool is whichever one you'll actually ship with this week. We're past the point of waiting for the "perfect" AI agent setup.
What are you building/shipping this week?
Keep shipping,
P.S. If you're still tweaking your agentic workflow instead of writing code, you've become the long-running AI agent that can't finish tasks. (Looking at you, Anthropic blog readers.)