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Two out of three multi-agent tasks fail in production. Not "struggle." Not "need optimization." They just fail. You've probably seen the charts showing how agents work together like a well-oiled machine. Guard agent filters requests. Strategist make...
Someone on Twitter gave AI SDK 6 a "6 out of 10" rating. Not because it's bad. Because it's the sixth version. That's the kind of dad joke you make when a framework just dropped its biggest update of the year and you're actually excited about it. Ver...
A developer at a Y Combinator hackathon shipped six repositories overnight using nothing but a bash loop. The code wasn't perfect, but it was done. While he slept. This is Ralph, and people are either excited or terrified. Ralph isn't software. It's...
OpenAI spent $100 million training GPT-4 with RLHF. By 2025, 70% of enterprises are using similar methods. The shift happened because supervised learning hit a wall. You can't just show an AI more examples and expect it to reason better. The breakth...
Meta just paid over $2 billion for Manus AI. The deal closed in 10 days. Most acquisitions take months. This one happened so fast that even investors thought it was fake. What Manus actually does Manus is an AI agent that does stuff without you watc...
Someone on Reddit spent three years avoiding local LLMs because they thought the tech wasn't there yet. Then they ran Qwen3 on a CPU and got 3 tokens per second. Three years of API bills when they could have been running models on hardware they alrea...
Chinese AI startup MiniMax dropped their M2.1 model on December 22nd. Reddit exploded. Twitter lit up. People were calling it a "straight up beast" for UI design. Some claimed it beats Claude and ChatGPT at coding. The hype isn't just noise. This thi...
Someone on Reddit invented a new data format just to prove another format was terrible. That's where we are in 2025. Developers are creating entire serialization formats out of spite. It started in October when a developer posted about TOON (Token-O...
Anthropic announced Claude Skills in October 2025. Within two days, developers on Reddit were calling it bigger than MCP. OpenAI had nothing to say about it. They were busy with their own stuff. I saw the announcement on a Thursday morning. Scrolled...
