This is insane… Claude Design just shipped and it is producing complete UIs, motion design, and animations from text alone. A year ago this required a designer, a motion artist, and a developer. Here are 10 wild examples:
TOOLS
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PyTorch Autograd vs. Unsloth Triton Kernels Engineering
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PyTorch Autograd vs. Unsloth Triton Kernels.
— Akshay 🚀 (@akshay_pachaar) 20 avril 2026
The core engineering behind UnslothAI has always been impressive!
Instead of relying on PyTorch's default autograd for backpropagation, Unsloth built their own backprop kernels from scratch in OpenAI's Triton language (a Python-based… https://t.co/4diqlXAZPX pic.twitter.com/TXAXqkJPnzPyTorch Autograd vs. Unsloth Triton Kernels. The core engineering behind UnslothAI has always been impressive! Instead of relying on PyTorch's default autograd for backpropagation, Unsloth built their own backprop kernels from scratch in OpenAI's Triton language (a Python-based
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Single MES Platform Streamlines Demand Planning and Execution
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Single MES platform eliminates data handoffs between separate demand, scheduling, and execution systems that create planning delays.
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Google’s Magika 1MB AI Model Detects Malware Disguised as PDFs
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Google released a 1MB AI model that quickly catches malware disguised as PDFs.
— AlphaSignal AI (@AlphaSignalAI) 20 avril 2026
Magika is an open source file detection system.
It doesn't trust file extensions.
Instead, it reads the actual content to figure out what a file really is.
That means malware disguised as a PDF… pic.twitter.com/b7LRgu68kuGoogle released a 1MB AI model that quickly catches malware disguised as PDFs. Magika is an open source file detection system. It doesn't trust file extensions. Instead, it reads the actual content to figure out what a file really is. That means malware disguised as a PDF
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MCPorter 0.9.0 Released: TypeScript MCP Tool Integration
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MCPorter 0.9.0 is out.
Call MCPs from TypeScript or as CLI – per-server tool filtering
– sturdier stdio shutdowns
– Windows OAuth URL quoting fix
– OAuth config docs
– schema-declared string coercion for tool calls -
Intuitive Task Assignment Interface Improves Over CLI Commands
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Makes task assignment way more intuitive than CLI commands
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Multica Makes Coding Agents Accessible to Non-Technical Users
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Turn coding agents into real teammates! Multica is a native desktop app that brings coding agents like Claude Code, Codex, and OpenCode to non-technical users through a visual interface. Here's the problem with coding agents today. 95% of knowledge workers can't use them. Not
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Top AI Stories: Anthropic, OpenAI Exits, Coding Agents, New Tools
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Top stories in AI today: – Anthropic rolls out Claude Design
– The Rundown Roundtable: Our AI use cases
– Run a free coding agent on your laptop
– Three OpenAI leaders exit amid reshuffle
– 4 new AI tools, community workflows, and more -
AI Kosh Launches Markdown Preview for Developers
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AI Kosh now supports Markdown (.MD) preview, so your work looks as sharp as your ideas. Structure documentation seamlessly with clean formatting, built for developers and researchers. Explore the upgrade: https://
aikosh.indiaai.gov.in #AIKosh #IndiaAI #Markdown #Developers #AIDocs