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Category: For Devs

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Google Open-Sources Mantis: A Modular Skills Toolkit That Lets Coding Agents Find, Reproduce and Patch Vulnerabilities
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Google Open-Sources Mantis: A Modular Skills Toolkit That Lets Coding Agents Find, Reproduce and Patch Vulnerabilities

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Google has open-sourced Mantis, a stack-agnostic toolkit of security review skills that lets an AI coding agent run the whole […]

NVIDIA Announces CUDA Rust with cuda-oxide (SIMT) and cutile-rs (Tile) for Compile-Time-Safe GPU Kernels
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NVIDIA Announces CUDA Rust with cuda-oxide (SIMT) and cutile-rs (Tile) for Compile-Time-Safe GPU Kernels

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NVIDIA has announced CUDA Rust, a push to make Rust a first-class language for writing GPU kernels. Rust code could […]

Perplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed
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Perplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed

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Retrieval quality in an AI search product is bounded by two things: how good the embedding model is, and how […]

GitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI
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GitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI

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GitHub has released Project HydraFusion, a research preview that stops treating model choice as a one-time setting. Instead of routing […]

Meta AI Released Muse Spark 1.3: An Agentic Coding Model That Uses ~20% Fewer Tool Calls and ~25% Fewer Tokens Than Muse Spark 1.2
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Meta AI Released Muse Spark 1.3: An Agentic Coding Model That Uses ~20% Fewer Tool Calls and ~25% Fewer Tokens Than Muse Spark 1.2

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This week, Meta Superintelligence Labs released Muse Spark 1.3. It is the fourth Muse Spark release in five months, and […]

Google DeepMind Releases Gemini 3.8 Flash and Gemini 3.8 Flash Cyber: One Core Model, Two Access Envelopes
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Google DeepMind Releases Gemini 3.8 Flash and Gemini 3.8 Flash Cyber: One Core Model, Two Access Envelopes

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Google just announced Gemini 3.8 Flash and Gemini 3.8 Flash Cyber, three weeks after Gemini 3.7 Flash and marking the […]

Anthropic Introduces Enterprise Frontier Safeguards (EFS): Zero-Data-Retention Privacy Plus Cross-Session Misuse Detection
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Anthropic Introduces Enterprise Frontier Safeguards (EFS): Zero-Data-Retention Privacy Plus Cross-Session Misuse Detection

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Enterprise AI buyers have been stuck between two things they both need. Regulated teams need a zero data retention (ZDR) […]

Vercel AI Open-Sources vgpu: A TypeScript WebGPU Library for AI Agent Shaders
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Vercel AI Open-Sources vgpu: A TypeScript WebGPU Library for AI Agent Shaders

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Shaders are still the hardest thing to ship on a normal web team. WebGPU gives you the hardware, then hands […]

What Would Have to Be True for Agentic Coding to Replace Junior Engineers
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What Would Have to Be True for Agentic Coding to Replace Junior Engineers

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I read every major model release. Most of them ship a coding number. The number goes up. The conclusion everyone […]

Vercel Introduces ‘Is Agentic’, a Free Agent-Readiness Scoring Tool That Audits Public Websites Using Ora’s 100+ Checks
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Vercel Introduces ‘Is Agentic’, a Free Agent-Readiness Scoring Tool That Audits Public Websites Using Ora’s 100+ Checks

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Vercel has released Is Agentic, a public tool that scores how readily AI agents can discover, access, understand, and use […]

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