
João Gabriel Lima | AI Tech Leader @ Integritas
6.8K posts

João Gabriel Lima | AI Tech Leader @ Integritas
@joaogabrieltech
Sr Software Engineer, Tech Leader - Helping companies to integrate AI into their apps and services.




🚨BREAKING: Anthropic just open-sourced a powerful new framework for building AI agents and made it publicly available in a GitHub directory. It’s called “Skills” and it redefines how we work with Claude. Instead of repeating prompts, developers can now create reusable “skills” that package instructions, workflows, and logic into a single unit. A Skill = a structured capability an AI can reliably execute. For example: • Analyze datasets and generate reports • Create structured documents • Automate multi-step workflows • Execute internal business processes Each skill is: • Modular, reusable across projects • Versioned, continuously improvable • Dynamically loaded, used only when needed This solves key problems in today’s AI systems: → Repetitive prompting → Inconsistent outputs → Limited scalability The bigger shift: From: “Prompt engineering” To: “Programmable, reusable AI systems” This is a foundational step toward more reliable, production-ready AI agents. If you're building with AI, this is worth your attention.


we just released RF-DETR segmentation SOTA real-time segmentation + Apache 2.0 license six model sizes with performance spanning from 40.3 mAP at 3.4 ms/image (Nano) to 49.9 mAP at 21.8 ms/image (2XLarge) link: github.com/roboflow/rf-de…







🚨 China has released an AI employee that runs 100% locally. It can do research, code, build websites, create slide decks, and generate videos.. all by itself. And it comes with its own computer. 100% Open Source.



@bindureddy more of a win for cursor's training pipeline than for open source. if most of the value comes from the proprietary RL layer on top, the base model provider kinda stops mattering











