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Most AI agents have the memory of a goldfish. Talk to one for 100+ turns and it forgets who decided what. Then it confidently undoes a decision nobody gave it permission to change. WorkSwarm from openJiuwen fixes this. Fully open source under Apache 2.0. One thing that stood out -- Persistent Session: sessions stay coherent across hundreds of turns. Tracks who said what, what's locked in, and who has authority to change a decision. In one test, 5 people shared one agent across 189 turns -- it caught all 8 cross-role conflicts. Worth a read if you build agents → github.com/openJiuwen-ai/jiu… #AI #Agent #openJiuwen #WorkSwarm
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The other thing worth flagging -- Recursive Self-Improvement. Your agent isn't frozen the day you ship it. It proposes improvements from real task feedback, verifies them by actually running them, and only keeps what works -- prompts, skills, tools, even the deliverables themselves. They report SWE-bench Lite jumping from 61% to 87% in a single run. I haven't tested on my own workloads yet, so I'm treating those numbers as promising, not proven. But this is the right problem to be solving. Agent teams that remember and improve themselves is where this is all heading.
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Thanks for Huawei for partnering with me for this post
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Nav Toor retweeted
It was surreal to see my academic adventures on the front page of the @nytimes Here’s how I built Crimson Education almost entirely while at universities:
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SOMEONE TURNED YOUTUBE INTO OLD-SCHOOL CABLE TV. YOU FLIP CHANNELS AND WATCH WHAT’S ON. it's called Channel Surfer → channelsurfer.tv/ you open the tab and YouTube stops feeling infinite. no algorithm spiral. no thumbnail shouting at you. no sitting there trying to pick the “right” video. just a retro TV guide. gaming. cooking. history. music. tech. pick a channel and join whatever is already playing. not from the beginning. somewhere in the middle. like turning on the television after school. built by Steven Irby, who missed channel surfing without deciding what to watch. we got endless choice. then missed watching whatever was already on. open the guide. pick a channel. stop looking for the perfect video.
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Nav Toor retweeted
Introducing Agora-2, our next-generation multi-agent world model. Agora-2 supports up to 20 humans and agents interacting inside a shared environment, all simulated in real time. Our multiplayer research preview is available to try right now!
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Dreamina AI updated its web experience and canvas, and the new version is live now. @Dreamina_ai #DreaminaCaughtTheVibe The bigger change is the new AI video workflows and skills for film, brand ads, viral social content, and more. Pick a workflow, adapt it to what you’re making, and keep the whole creative process moving without overthinking every step. Get 90% OFF your first month of Dreamina Basic until October 9th. I’d start with a real project and see where the workflow takes it.
Dreamina AI Web’s interface and Canvas have undergone a massive upgrade, delivering a completely updated web experience! The platform is now packed with so many viral, high-quality Workflows and Skills pulled straight from top-tier films, brand commercials, and others!
Paid partnership (ad)
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Nav Toor retweeted
What do buyers think of the new iPhones? We were curious so at @Articoshq we simulated 30 buyers and asked them about the new iPhones. We are releasing a film on how people reacted. Doing similar focus groups takes 8 weeks in today but Articos did it in 30 minutes!
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Nav Toor retweeted
Bad CX always strikes at the worst possible time. Even for @MoneyLynch It’s time to hit the Beast Mode Button. Put your customer experience in Beast Mode with Cresta, and get back to what really matters: finding out who did it. #CXinBeastMode
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Nav Toor retweeted
Agents can create PRs in minutes, but understanding them still takes work. CodeRabbit Change Stack connects a PR's purpose, behavior, dependencies, and code so reviewers can really verify it before approving. Do you understand what you're about to merge?
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ScitiX @ScitiX just put 20+ frontier open source models behind ONE API DeepSeek, Qwen, Kimi, GLM, MiniMax, Gemma, Hunyuan, and more All on one cloud native inference platform. Zero data retention. Usage-based pricing Here's how it actually works:
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If you've been duct taping training, fine tuning, and inference tools together across 3 platforms, this is the consolidation play Your data goes in. Your AI service comes out
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Nav Toor retweeted
DigitalOcean Managed Agents is now in public preview. Run Claude Code, Codex, or your own LangGraph agent in a runtime environment that pauses when idle. Put its tools behind one governed endpoint, and pick from 75+ open and proprietary models. One cloud, one bill. Prompts to get started available in the blog: do.co/4ysh3it
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SOMEONE TURNED SAN FRANCISCO INTO A VIDEO GAME. YOU CAN PLAY IT IN YOUR BROWSER. it's called San Francisco: The Game → sf.thijs.gg/ search for a landmark. teleport there. press H. open a hang glider. climb buildings. grab cars. explore the streets. there is even multiplayer so you can wander around with friends. built by Thijs Simonian using Apple Maps data. most people open a map to get somewhere. he turned one into somewhere you can play. open a map. forget the directions. take the hang glider.
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Nav Toor retweeted
Introducing Codos: The first virtual Chief AI Officer. AI is crushing all benchmarks but real companies still struggle to see P&L impact. Codos interviews employees, deploys automations across all functions and gets smarter over time while running on your own servers. Our NASDAQ-listed and PE-backed customers are adding millions to their bottom line months ahead of schedule and we are proud of the first results we deliver. It’s time to turn the 500BN AI-transformation market into software and unlock the impact for the real economy.
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