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AI & Enterprise
Microsoft unveils Surface RTX Spark Dev Box desktop for AI development
Microsoft unveiled the Surface RTX Spark Dev Box, a desktop supercomputer for developing AI agents, at its annual Build developer conference on June 2. The company said the device offers up to 1 petaflop of AI computing performance and 128 gigabytes of unified memory, and can run models with up to 120 billion parameters under 4-bit quantisation. Microsoft plans to launch the product in the United States within this year.
AI & Enterprise
Deepclaude keeps Claude Code experience, cuts model costs to one-seventeenth
An open-source tool called Deepclaude has emerged that keeps the autonomous coding-agent experience of Claude Code while sharply reducing model usage costs. Developers can retain the same interface and workflow and switch only the underlying model to alternatives such as DeepSeek V4 Pro or OpenRouter. The tool supports key developer functions, though it does not fully match the original environment. It also enables real-time backend switching during a session and highlights large pricing gaps between providers.
AI & Enterprise
Tech Insight: Stop using Markdown, move to HTML - why?
Thariq Shihipar, who works on Claude Code at Anthropic, has posted an argument that AI agent outputs should shift from Markdown to HTML. He said long Markdown files are hard to read, weak for visual expression and inconvenient to share, while direct editing is increasingly delegated to Claude. He listed four HTML strengths: higher information density, better readability, easier sharing via links, and two-way interaction using controls such as sliders and buttons.
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AI & Enterprise
Claude Code security flaw found days after source code leak
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AI & Enterprise
AWS launches DevOps and security AI agents for 24/7 outage detection and penetration test automation
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AI & Enterprise
Former GitHub CEO raises $60 million seed funding, enters AI development tools market
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AI & Enterprise
SoftSquared launches Gridge Observer to help track AI coding results and risks