@icookandcode It’s a simple and inspiring question. Allow me to digress a little—I hope you’ll find it interesting. Programming isn't about the clock—it's an art form. And I'm not talking about mechanical, line-by-line coding, but that mindful programming where it's just you, your ideas, and

py-shiny: Shiny for Python Web Apps #python

https://t.co/Zy8nvhA7JL

The new 𝐨𝐩𝐞𝐧𝐄𝐮𝐥𝐞𝐫 𝐎𝐒 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐖𝐡𝐢𝐭𝐞𝐩𝐚𝐩𝐞𝐫 is out! Explore how openEuler powers reliable, secure, intelligent computing across cloud, edge, and AI. Hands-on deep dives continue at openEuler Summit 2025. See you there~🥳

I'm super excited to announce the Colab VS Code extension. @code is an amazing product, made even more amazing by powerful GPU and TPU runtimes offered by @GoogleColab

🧮 Google just published DS-STAR A data science agent that can automate a range of tasks — from statistical analysis to visualization and data wrangling. Reads messy files, plans steps, writes and runs code, and verifies itself, reaching state of the art on tough multi file

Spec-driven development tool for AI coding agents. Forces humans and AI to agree on specs before writing code. Separates current truth from proposed changes. Native slash command for Claude Code, Cursor, Codex, and more. 100% open-source.

Open Source Friday with Ladybird

Gemini API now has an in-built fully managed RAG solution. File Search Tool lets you ground LLMs with your data without managing storage, chunking or embeddings. Plus, storage and query-time embeddings are completely free.

Multi-head attention in LLMs, visually explained:

New Llama.cpp UI is a blessing for the local AI world 🌎 - Blazing fast, beautiful, and private (ofc) - Use 150,000+ GGUF models in a super slick UI - Drop in PDFs, images, or text documents - Branch and edit conversations anytime - Parallel chats and image processing - Math and

anthropic just published a blog highlighting a pattern I've been using for weeks: a search tools tool instead of loading all tools into the context window of the model, I load a "search tools" tool the model can use to browse a catalog of tools just-in-time tool discovery

Code execution with MCP https://t.co/eRpJHxQGyh

💻Deep Agents CLI Using the deepagents package, we built a simple coding CLI as an example of a coding application you could build on top of deepagents We added in a concept of memory so that it would remember instructions and guidance over time Blog: https://t.co/aX2jRKwuh8

Microsoft did it again! Building with AI agents almost never works on the first try. You spend days tweaking prompts, adding examples, hoping it gets better. Nothing systematic, just guesswork. This is exactly what Microsoft's Agent Lightning solves. It's an open-source

Discover Artificial Analysis! The ultimate site for independently comparing AI models: benchmarks on quality, price, speed, latency, and more. Leaderboards for LLMs, images, video, and open source. Pick the best without bias! 🚀 Visit: https://t.co/RNr5icTrf5 #AI #MachineLearning

Stanford researchers just solved why AI agents keep failing. They watched 500+ agent failures across three benchmarks. Found a pattern nobody expected: Early mistakes don't just cause problems - they cascade into complete system meltdowns. It's called error propagation. One

Finally, someone fixed LLM hallucinations! Parlant lets you build Agents that do not hallucinate and actually follow instructions. One of the things that makes this possible is the new reasoning approach that the open-source Parlant framework uses. Detailed explainer below:

This is the JPEG moment for AI. Optical compression doesn't just make context cheaper. It makes AI memory architectures viable. Training data bottlenecks? Solved. - 200k pages/day on ONE GPU - 33M pages/day on 20 nodes - Every multimodal model is data-constrained. Not anymore.

https://t.co/L7AzHYZtcO

This tool lets you scrape any documentation page and converts it into a Claude skill you can add to web, app, and Claude Code (Somebody should make a hosted version of this!) Lets see how links in the main post go on the new X… https://t.co/zaT2g5j5qE