Hooking up platforms to chat with your AI is a pain! - Github - Telegram - Slack - What's App - Linear They all communicate differently. VERCEL has just changed the game. ChatSDK https://github.com/vercel/chat Cheers

Just stumbled on the resource 87K stars on Github. The performance optimization system for AI agent harnesses. From an Anthropic hackathon winner. "Not just configs. A complete system: skills, instincts, memory optimization, continuous learning, security scanning, and research-first development. Production-ready agents, hooks, commands, rules, and MCP configurations evolved over 10+ months of intensive daily use building real products. Works across Claude Code, Codex, Cowork, and other AI agent harnesses." -from the repo https://github.com/affaan-m/everything-claude-code Cheers

For those of you who are in academia and would like to cite any of my research. I just pushed my ICM paper and had it submitted to preprint. You'll notice that the working title is called ICM but I refer to the workspaces MWP, I am pushing an update right now removing all mention of MWP but Model workspace protocol was the original name I had called it. However I think Interpretable Context Methodology makes more sense for what is actually happening. Enjoy! https://arxiv.org/abs/2603.16021

I’d like to start a thread with some interesting resources for developers. Whether you’re a seasoned pro, student, ai enthusiast or business owner you qualify! All of the big players in the AI space offer tons of resources for free. Feel free to include your finds. To start: 70 MILLION TOKENS FREE - Yes you read that right. https://www.alibabacloud.com/en?_p_lc=1 Alibaba has a developer program with access to enterprise level tools. Without going down the rabbit hole @Chinese Models Alibaba is the provider of the Qwen models (#1 most downloaded open source models). This list could be quite rewarding and a great source for those of us interested in learning and improving our skills. Add yours!

Aside from my ICM paper I was also a Co-author on this paper! We looked at Authoritarianism and ideology inside of top Frontier models. Found some interesting patterns. Enjoy! Ideological Distortions in the Digital Public Sphere: An Audit of Authoritarianism in Commercial LLMs by Constantine George Kyritsopoulos, Adam B. Moore, Laura Cram, Jake Van Clief, Clare Llewellyn :: SSRN