May 2026

3147 articles

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> Imbad0202 /</span> academic-research-skills

GitHub repository offering an academic research workflow integrated with Claude Code. Complete cycle: research → write → review → revise → finalize. Tool to structure academic content production with AI assistance.

Claude Code Tools Prompt engineering

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45

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> obra /</span> superpowers

Superpowers is an agentic skills framework and software development methodology. The project presents a structured approach for building autonomous agent-based systems.

AI Agents Multi-agent Open source

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35

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45

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> rtk-ai /</span> rtk

rtk is a Rust CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single binary, zero dependencies.

Tools Infrastructure Code generation

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72

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25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> rohitg00 /</span> agentmemory

AgentMemory: persistent memory system for AI coding agents based on real-world benchmarks. GitHub trending repo offering storage and context retrieval architecture to improve continuity of autonomous agents.

AI Agents Code generation Tools

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45

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35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> anthropics /</span> claude-plugins-official

Anthropic releases an official, company-managed directory of high-quality Claude Code Plugins.

Claude Claude Code Tools

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65

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15

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> dmtrKovalenko /</span> fff

fff is a high-performance file search toolkit designed for AI agents, Neovim, Rust, C, and NodeJS. Optimized for speed and accuracy.

AI Agents Tools Open source

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45

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35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> screenpipe /</span> screenpipe

Screenpipe (YC S26) records locally and continuously everything the user does, says, and hears to give AI access to their experience. Private and secure on-device processing.

AI Agents Tools Open source

SIG

65

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55

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> 0xPlaygrounds /</span> rig

Rig is a Rust framework for building modular and scalable LLM applications. The project is gaining traction on GitHub Trending.

Open source Infrastructure Code generation

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45

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25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> rtk-ai /</span> rtk

rtk is a Rust CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single binary, zero dependencies.

Tools Code generation Infrastructure

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65

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35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> git-ai-project /</span> git-ai

git-ai is a Git extension for tracking AI-generated code in repositories. Open-source tool enabling identification and documentation of AI contributions.

Code generation Tools Open source

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45

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35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> Michael-A-Kuykendall /</span> shimmy

Shimmy: Rust inference server compatible with OpenAI API, Python-free. Supports GGUF and SafeTensors, hot model swap, auto-discovery, single binary. Free forever.

Open source Infrastructure Code generation

SIG

72

HYP

35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> vercel-labs /</span> agent-browser

Vercel Labs releases agent-browser, a browser automation CLI tool designed for AI agents. Enables agents to interact with web interfaces.

AI Agents Tools Open source

SIG

65

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> KeygraphHQ /</span> shannon

Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before production.

AI Agents AI safety Code generation

SIG

45

HYP

55

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> tech-leads-club /</span> agent-skills

Secure, validated skill registry for professional AI coding agents. Extends Antigravity, Claude Code, Cursor, Copilot and more with confidence.

AI Agents Code generation Tools

SIG

45

HYP

35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> rohitg00 /</span> agentmemory

AgentMemory: persistent memory system for AI coding agents based on real-world benchmarks. GitHub repository designed to improve information retention and continuity for autonomous agents.

AI Agents Code generation Benchmarks

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45

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35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> humanlayer /</span> 12-factor-agents

Humanlayer releases a framework of 12 principles for building production-grade LLM agents. Inspired by 12-factor app methodology, it covers architecture, observability, and error handling for reliable systems.

AI Agents Infrastructure Tools

SIG

65

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> colbymchenry /</span> codegraph

Codegraph: pre-indexed code knowledge graph for Claude Code, Codex, Cursor, and OpenCode. Reduces tokens and tool calls, runs 100% locally.

Claude Code Code generation RAG

SIG

65

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> heygen-com /</span> hyperframes

Hyperframes is a framework enabling AI agents to generate video content through HTML. Tool designed to automate video creation in agent workflows.

AI Agents Video generation Tools

SIG

45

HYP

55

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> diegosouzapw /</span> OmniRoute

OmniRoute is a free AI gateway unifying 160+ providers through a single endpoint. RTK+Caveman compression up to ~95% context savings, smart auto-fallback, MCP/A2A support, multimodal APIs, Desktop/PWA versions.

AI Agents MCP Infrastructure

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45

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65

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> n8n-io /</span> n8n

n8n is a fair-code workflow automation platform with native AI capabilities. Combines visual building with custom code, 400+ integrations, self-hosted or cloud deployment.

AI Agents Code generation Open source

SIG

65

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> K-Dense-AI /</span> scientific-agent-skills

K-Dense-AI releases scientific-agent-skills, a collection of ready-to-use agent skills for research, science, engineering, analysis, finance and writing.

AI Agents Tools Open source

SIG

45

HYP

35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> HKUDS /</span> CLI-Anything

CLI-Anything converts interfaces into native CLI agents. Open-source project aiming to make all software agent-native and compatible with AI agents.

AI Agents Open source Tools

SIG

45

HYP

55

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> HKUDS /</span> ViMax

ViMax is an agentic video generation system integrating director, screenwriter, producer, and video generator roles. The GitHub project presents a multi-agent architecture for end-to-end video creation orchestration.

AI Agents Multi-agent Video generation

SIG

45

HYP

65

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> anthropics /</span> claude-plugins-official

Anthropic releases an official, company-managed directory of high-quality Claude Code Plugins.

Claude Claude Code Tools

SIG

65

HYP

20

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> NVlabs /</span> Sana

NVIDIA Labs releases Sana, a linear diffusion transformer for efficient high-resolution image synthesis. Architecture reduces computational complexity while maintaining visual quality.

Image generation Open source Papers

SIG

75

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> BigBodyCobain /</span> Shadowbroker

Shadowbroker aggregates public data (private jets, spy satellites, seismic events) in unified interface. Enables AI agents to parse data and identify previously unseen correlations. Open-source aggregation of open-source intelligence.

AI Agents Open source Tools

SIG

45

HYP

65

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> Alishahryar1 /</span> free-claude-code

Tool enabling free Claude Code usage via terminal, VSCode extension, or Discord with voice support, inspired by OpenClaw.

Claude Code Tools Open source

SIG

35

HYP

55

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> tirth8205 /</span> code-review-graph

Code-Review-Graph builds a local knowledge graph for Claude Code. It creates a persistent map of your codebase, reducing tokens by 6.8× on reviews and up to 49× on daily coding tasks.

Claude Code RAG Code generation

SIG

72

HYP

45

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> Imbad0202 /</span> academic-research-skills

GitHub repository offering an academic research workflow integrated with Claude Code. Complete cycle: research → write → review → revise → finalize. Tool to structure academic content production with AI.

Claude Code Tools Prompt engineering

SIG

35

HYP

25

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> anthropics /</span> skills

Anthropic releases a public repository for Agent Skills, reusable components designed to extend AI agent capabilities.

Anthropic AI Agents Open source

SIG

45

HYP

20

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> unslothai /</span> unsloth

Unsloth Studio is a web UI for training and running open models locally, including Gemma 4, Qwen 3.6, DeepSeek, and gpt-oss. Enables fine-tuning and inference without cloud infrastructure.

Fine-tuning Open source Tools

SIG

65

HYP

35

GitHub Trending·May 19

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> ZhuLinsen /</span> daily_stock_analysis

LLM-powered stock analysis system for A/H/US markets. Aggregates real-time market data, news feeds, and generates trading decisions via LLM dashboard. Automated execution at zero cost.

AI Agents RAG Tools

SIG

45

HYP

35

Hacker News (AI)·May 19

Show HN: AIPS – A Claude Code plugin to stop re-doing AI setup every project

AIPS is a Claude Code plugin that automates initial AI project setup, eliminating repetitive configuration tasks. The tool integrates with Claude to accelerate new project initialization.

Claude Code Tools Code generation

SIG

35

HYP

25

The Decoder·May 19

Mistral AI acquires Viennese physical AI startup Emmi AI

Mistral AI acquires Vienna-based Emmi AI, a physical AI startup, to expand its industrial client offerings across Europe.

Mistral Robotics Business

SIG

72

HYP

18

Hacker News (AI)·May 19

Public have more fear than hope on AI and future of work, UK study finds

A UK study finds the public fears AI more than it hopes for it, particularly regarding the future of work. Results show dominant concern about economic and societal impacts of automation.

Regulation AI safety Business

SIG

35

HYP

25

Hacker News (AI)·May 19

Aislop – deterministic quality gate for AI-generated code (MIT, no LLMs)

Aislop is an MIT open-source tool that validates AI-generated code quality without using LLMs. It operates as a deterministic quality gate to filter code generator outputs.

Code generation Evals Open source

SIG

45

HYP

15

Hacker News (AI)·May 19

Pope Leo to issue text on human dignity and AI with Anthropic co-founder

Pope Leo to issue text on human dignity and AI in collaboration with Dario Amodei, Anthropic co-founder. Religious initiative on AI ethics.

Anthropic AI safety Alignment

SIG

35

HYP

45

Le Big Data·May 19

Anthropic rachète Stainless, la startup API convoitée par OpenAI et Google

Anthropic acquires Stainless, a startup specializing in SDKs and API tools. The acquisition strengthens Anthropic's control over generative AI infrastructure, amid competition from OpenAI and Google.

Anthropic Infrastructure Business

SIG

72

HYP

35

The Decoder·May 19

Cloudflare says Anthropic's Mythos Preview finds exploit chains that earlier frontier models missed

Cloudflare tested Anthropic's security-focused Mythos Preview model across more than 50 of its own code repositories as part of Project Glasswing. The model found exploit chains that earlier frontier models missed.

Anthropic Claude Code generation

SIG

65

HYP

35

Reddit r/LocalLLaMA·May 19

Sapient Intelligence releases HRM-Text 1B: 40B tokens, ~$1k pretrain, beats Llama3.2 3B on MATH and DROP

Sapient Intelligence releases HRM-Text 1B: 1B parameters trained on 40B tokens in 1.9 days for ~$1k budget. Outperforms Llama3.2 3B on MATH (56.2 vs 48.0) and DROP (82.2 vs 45.2), but lags on MMLU (60.7 vs 64.7 for Qwen3.5 2B). Specialized for multi-step reasoning tasks.

Llama Reasoning Benchmarks

SIG

72

HYP

45

OpenAI Blog·May 19

Advancing content provenance for a safer, more transparent AI ecosystem

OpenAI deploys content provenance tools: Content Credentials, SynthID, and a verification tool to identify and validate AI-generated media.

OpenAI AI safety Tools

SIG

72

HYP

28

Hacker News (AI)·May 19

Legal fail: Don't use AI to sue Facebook users for calling you a bad date

A lawyer used ChatGPT to draft a defamation lawsuit against Facebook users. The court dismissed the case, finding it legally baseless and improperly generated by AI without adequate oversight.

Regulation AI safety

SIG

45

HYP

35

Hacker News (AI)·May 19

AdminForth – Open-source admin framework with a built-in AI agent [video]

AdminForth is an open-source admin framework with a built-in AI agent. The project includes a video demonstration of its capabilities.

Open source AI Agents Tools

SIG

45

HYP

35

The Decoder·May 19

Anthropic adds self-hosted sandboxes and MCP tunnels to Claude Managed Agents

Anthropic expands Claude Managed Agents with self-hosted sandboxes and MCP tunnels. Companies can now execute their AI agents' tools in their own infrastructure while keeping agent control with Anthropic.

Claude AI Agents MCP

SIG

75

HYP

25

Hacker News (AI)·May 19

The Economist prepares for a two‑track Web: one for humans one for AI agents

The Economist anticipates a bifurcated Web: one track for humans, one for AI agents. The publication is preparing its content and strategies for this dual-track future.

AI Agents Business

SIG

35

HYP

55

The Decoder·May 19

Elon Musk appeals $134 billion OpenAI loss, calls verdict a "calendar technicality"

Elon Musk lost his lawsuit against OpenAI and Sam Altman. The Oakland jury dismissed the case after two hours of deliberation. Musk sought $134 billion. His attorney reserved the right to appeal.

OpenAI Regulation

SIG

65

HYP

35

Le Big Data·May 19

Blackstone et Google investissent dans un nouveau cloud TPU pour accélérer l’IA

Blackstone and Google partner to build a new cloud infrastructure dedicated to TPUs (Tensor Processing Units). This investment aims to accelerate AI computing capabilities, offering an alternative to traditional GPUs for model training and inference.

Infrastructure DeepMind

SIG

45

HYP

35

Hacker News (AI)·May 19

eXo MCP server: expose workplace tools to AI agents with OAuth

eXo releases an MCP server to expose workplace tools to AI agents via OAuth. The project enables secure integration of business applications with AI models using the Model Context Protocol.

MCP AI Agents Tools

SIG

45

HYP

25

Hacker News (AI)·May 19

Anthropic shuts the EU out of its most advanced cyber AI model

Anthropic restricts access to its most advanced cyber AI model for EU users, likely due to European regulatory requirements. The decision impacts European customers unable to use this specialized version.

Anthropic Regulation AI safety

SIG

35

HYP

45

Hacker News (AI)·May 19

Mistral AI Acquires EU Physics AI Startup Emmi AI

Mistral AI acquires Emmi AI, an EU-based physics AI startup. The acquisition strengthens Mistral's capabilities in scientific and technical domains.

Mistral Business

SIG

45

HYP

25

Le Big Data·May 19

Dell et OpenAI lancent Codex en version on-premise pour les entreprises

Dell and OpenAI launch an on-premise version of Codex for enterprises, aiming to accelerate AI agent deployment in critical infrastructure.

OpenAI AI Agents Code generation

SIG

45

HYP

55

Hacker News (AI)·May 19

Show HN: Viberia – Civ/Polytopia-like command center for AI agents (BYOK/BYOS)

Viberia is a Civilization/Polytopia-inspired command center for orchestrating AI agents. Multi-agent management interface with BYOK (bring your own key) and BYOS (bring your own server) support. Open-source project shared on Hacker News.

AI Agents Multi-agent Tools

SIG

35

HYP

45

Hacker News (AI)·May 19

Pizza Hut's AI system caused 'cascading' problems and $100M in damages

Pizza Hut's AI system triggered cascading failures resulting in $100M in damages. The incident highlights operational risks of deploying AI in production without adequate safeguards.

AI safety Business

SIG

45

HYP

65

Latent Space·May 19

[AINews] How to land a job at a frontier lab (on Pretraining)

Article on strategies to land a job at a frontier AI lab, focusing on pretraining. Published ahead of Google I/O.

SIG

35

HYP

25

Hacker News (AI)·May 19

Korean bill seeks strict watermark mandate on AI-generated content

South Korea is drafting legislation requiring mandatory digital watermarks on all AI-generated content. The bill aims to clearly identify synthetic content and prevent misuse.

Regulation AI safety

SIG

65

HYP

25

Le Big Data·May 19

Disneyland attaqué en justice pour avoir scanné ses visiteurs à leur insu

Disneyland is facing legal action for using facial recognition on park visitors without explicit consent at park entrances.

Vision Regulation AI safety

SIG

45

HYP

55

Hacker News (AI)·May 19

Linus Torvalds on the continued flood of AI bug reports

Linus Torvalds comments on the growing flood of AI-generated bug reports submitted to the Linux kernel. He raises concerns about the quality and relevance of these automated submissions.

AI safety Regulation

SIG

35

HYP

25

Vercel AI Blog·May 19

Gemini 3.5 Flash on AI Gateway

Gemini 3.5 Flash now available on Vercel AI Gateway with improved coding proficiency, parallel agentic execution, and enhanced reasoning. Model defaults to medium thinking level for quality-cost balance. Integration via AI SDK with observability support and intelligent provider routing.

Gemini AI Agents Code generation

SIG

72

HYP

28

Hacker News (AI)·May 19

Bug bounty businesses bombarded with AI slop

Bug bounty platforms are flooded with low-quality AI-generated reports. Automated, valueless submissions slow security processes and undermine vulnerability disclosure programs.

AI safety Business

SIG

45

HYP

55

Hacker News (AI)·May 19

Samaris OS: A Bootable Linux-Based OS with React UI, Rust Daemons and Local AI

Samaris OS is a bootable Linux-based operating system featuring a React UI, Rust daemons, and integrated local AI capabilities. Open-source project combining modern web frontend with performant system backend.

Open source Tools Infrastructure

SIG

35

HYP

45

Reddit r/MachineLearning·May 19

A Simple Solution to Improve Broken Peer Review System at AI Conferences [R]

Proposed reform of peer review at AI conferences: divide authors and reviewers into two independent groups to eliminate reciprocal rejection incentives. Discussion periods would be staggered to prevent concurrent conflicts of interest.

SIG

35

HYP

15

Hacker News (AI)·May 19

Windows AI Background Services Are Slowing Down Your PC

Windows AI background services are consuming significant CPU and memory resources, degrading PC performance. Users report slowdowns linked to integrated AI processes running in the background.

SIG

35

HYP

55

Hacker News (AI)·May 19

Mini Shai-Hulud Strikes Again: 314 npm Packages Compromised

314 npm packages were compromised in an attack attributed to Mini Shai-Hulud. The malicious packages contained data exfiltration code. The incident raises concerns about software supply chain security.

AI safety Infrastructure Open source

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Hacker News (AI)·May 19

Linux 7.1-rc4: security list "almost unmanageable" from AI bug reports

Linux 7.1-rc4: security list becomes "almost unmanageable" from influx of AI-generated bug reports. Linux kernel maintainers report overload of low-quality automated reports.

AI safety Regulation

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Hacker News (AI)·May 19

Standard Chartered to cut roles as AI use increases

Standard Chartered announces job cuts as AI adoption increases. The bank accelerates automation of tasks through AI tools, affecting workforce levels.

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arXiv cs.AI·May 19

DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding

DARC is a retraining-free inference-time method that reformulates response selection as distributionally robust optimization under annotator disagreement. It reranks candidates by maximizing KL-robust satisfaction objectives, with deployment controls to cap entropic risk premium without retraining.

Alignment Reinforcement learning Evals

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arXiv cs.AI·May 19

Spherical VAE with Cluster-Aware Feasible Regions: Guaranteed Prevention of Posterior Collapse

Novel VAE method using spherical shell geometry and cluster-aware constraints to mathematically eliminate posterior collapse. Transforms data to spherical shell, applies K-means, defines feasible region between within-cluster variance and collapse loss. Guarantees 100% collapse prevention without computational overhead or decoder output restrictions.

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75

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arXiv cs.AI·May 19

ARROW: Augmented Replay for RObust World models

ARROW extends DreamerV3 with a dual-buffer replay system (short and long-term) for continual reinforcement learning. Tested on Atari and Procgen, the algorithm reduces catastrophic forgetting while maintaining knowledge transfer, inspired by experience replay in the brain.

Reinforcement learning Papers Benchmarks

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72

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arXiv cs.AI·May 19

Early Pruning for Public Transport Routing

Early Pruning accelerates RAPTOR routing algorithms for public transport by pre-sorting transfer connections and pruning longer transfers that cannot improve the best arrival time. Tested on Swiss and London transit networks, the technique reduces query times by up to 57% without compromising optimality.

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arXiv cs.AI·May 19

The Expert Strikes Back: Interpreting Mixture-of-Experts Language Models at Expert Level

Comparative study of interpretability in Mixture-of-Experts (MoE) architectures vs dense networks. MoE experts exhibit lower neuronal polysemanticity than dense FFNs, especially with sparse routing. Experts function as fine-grained linguistic task specialists (e.g., closing LaTeX brackets), not broad domain specialists.

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78

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arXiv cs.AI·May 19

CounterRefine: Answer-Conditioned Counterevidence Retrieval for Inference-Time Knowledge Repair in Factual Question Answering

CounterRefine is a lightweight repair layer for RAG that treats the first answer as a hypothesis to test. The system issues answer-conditioned expansion queries to retrieve candidate-specific evidence, then applies a deterministically-validated KEEP/REVISE refinement step. On SimpleQA, it improves a matched one-pass RAG baseline by up to 5.8 correct-rate points.

RAG Reasoning Evals

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arXiv cs.AI·May 19

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering

SkillMOO optimizes skill bundles for coding agents via multi-objective search (NSGA-II) on pass rate and inference cost. Across 16 SkillsBench SE tasks, the framework achieves top pass rate rank on 11/12 non-zero-pass tasks, reducing costs up to 31.7% and gaining up to 21 percentage points in pass rate.

AI Agents Code generation Benchmarks

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arXiv cs.AI·May 19

Identifying Latent Actions and Dynamics from Offline Data via Demonstrator Diversity

Theoretical paper on recovering latent actions and environment dynamics from offline trajectories without action observations. Authors leverage demonstrator diversity (each following distinct policies) to identify latent transition kernels via nonnegative matrix factorization. Identifiability proven under rank and policy diversity conditions.

Reinforcement learning Papers

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75

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arXiv cs.AI·May 19

Herding CATs: ALARA for Agent Harness Engineering in Portable Composable Multi-Agent Teams

Paper introducing CAT (Context-Agent-Tool), a data layer for managing multi-agent teams. Applies ALARA principle (as low as reasonably achievable exposure) to context. Evaluates 22 models (0.6B–35B parameters) on 115 practical tasks via npcsh, a CLI shell. ~2500 executions test file operations, web search, multi-step scripting, tool chaining, and inter-agent delegation.

Multi-agent AI Agents Tools

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arXiv cs.AI·May 19

Permutation-Consensus Listwise Judging for Robust Factuality Evaluation

PCFJudge, an inference-time method, evaluates factuality by rerunning a listwise prompt across multiple candidate orderings and aggregating scores. On RewardBench 2 Factuality with K=7 permutations, top-1 accuracy improves from 86% to 91.33% (GPT-5.4) and 86.33% to 89.67% (Claude Sonnet 4.6).

Evals GPT Claude

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arXiv cs.AI·May 19

DSPR: Dual-Stream Physics-Residual Networks for Trustworthy Industrial Time Series Forecasting

DSPR (Dual-Stream Physics-Residual Networks) proposes a forecasting framework that decouples stable temporal patterns from regime-dependent residual dynamics in industrial time series. Using an Adaptive Window module and Physics-Guided Dynamic Graph, it achieves 99% Mean Conservation Accuracy and 97.2% Total Variation Ratio across four industrial benchmarks.

Benchmarks Reasoning Infrastructure

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arXiv cs.AI·May 19

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion

ECHO is a diffusion-based model for chest X-ray report generation. It uses Direct Conditional Distillation and Response-Asymmetric Diffusion training to enable one-step-per-block inference, achieving 8× inference speedup while improving RaTE (+64.33%) and SemScore (+60.58%) over autoregressive baselines with negligible clinical accuracy loss.

Vision Code generation Benchmarks

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arXiv cs.AI·May 19

Stream2LLM: Overlap Context Streaming and Prefill for Reduced Time-to-First-Token (TTFT)

Stream2LLM is an LLM serving system that reduces time-to-first-token (TTFT) by overlapping context retrieval with inference. It handles two modes: append (progressive accumulation) and update (iterative refinement). Evaluation on real workloads shows up to 11x TTFT improvement.

Infrastructure Reasoning RAG

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arXiv cs.AI·May 19

Limitations of Sequence-Based Protein Representations for Parkinson's Disease Classification: A Leakage-Free Benchmark

Comparative study of protein representations (amino acid composition, k-mers, ProtBERT, physicochemical descriptors) for Parkinson's disease classification. ProtBERT + MLP achieves F1=0.704±0.028, ROC-AUC=0.748±0.047. Primary sequences alone show limited discriminative power; structural/functional features required.

Benchmarks Papers Embeddings

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arXiv cs.AI·May 19

Black-Box Optimization From Small Offline Datasets via Meta Learning with Synthetic Tasks

OptBias, a meta-learning framework, addresses offline black-box optimization with scarce data. It generates synthetic tasks via Gaussian process to learn reusable optimization bias, then fine-tunes the surrogate model on small target datasets. Outperforms baselines on continuous and discrete optimization benchmarks.

Benchmarks Papers

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arXiv cs.AI·May 19

PriHA: A RAG-Enhanced LLM Framework for Primary Healthcare Assistant in Hong Kong

PriHA is a RAG-enhanced LLM system for primary healthcare assistance in Hong Kong. The framework combines a query optimizer and novel Dual Retrieval Augmented Generation (DRAG) architecture to retrieve fragmented clinical guidelines and generate accurate, localized responses, outperforming ChatGPT and DeepSeek on accuracy metrics.

RAG Llama Reasoning

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arXiv cs.AI·May 19

A Lightweight Transformer for Pain Recognition from Brain Activity

A lightweight transformer fuses multiple fNIRS representations through unified tokenization for pain recognition from brain activity. The model preserves spatial, temporal, and time-frequency characteristics on the AI4Pain dataset, achieving competitive performance with low computational cost suitable for real-time GPU/CPU inference.

Papers Vision Reasoning

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arXiv cs.CL·May 19

HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents

HINT-SD proposes targeted self-distillation for training long-horizon LLM agents. The method uses full-trajectory hindsight to identify failure-relevant actions and applies feedback-conditioned distillation only on targeted action spans. On BFCL v3 and AppWorld, it improves over dense per-turn feedback baselines by up to 18.80% while achieving 2.26× lower time per training step.

AI Agents Reinforcement learning Reasoning

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arXiv cs.AI·May 19

Investigation into In-Context Learning Capabilities of Transformers

Systematic empirical study of in-context learning capabilities in transformers on Gaussian-mixture binary classification tasks. Authors analyze how test accuracy depends on input dimension, number of in-context examples, and pre-training task diversity. They characterize benign overfitting emergence and identify critical parameter regions for ICL success.

Reasoning Benchmarks Papers

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arXiv cs.AI·May 19

ClawGym: A Scalable Framework for Building Effective Claw Agents

ClawGym is a framework for developing agents capable of executing multi-step workflows over local files and persistent tools. It includes ClawGym-SynData (13.5K synthesized tasks), models fine-tuned via supervised learning, and ClawGym-Bench (200 evaluation instances). Code and resources released.

AI Agents Reinforcement learning Benchmarks

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arXiv cs.AI·May 19

Unsupervised Denoising of Real Clinical Low Dose Liver CT with Perceptual Attention Networks

Paper presents unsupervised denoising framework for low-dose liver CT using Cycle-GAN-inspired approach. Combines U-Net, attention mechanisms, residual networks with perceptual loss. Validated on real clinical dataset with radiologist evaluation.

Vision Reinforcement learning

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arXiv cs.AI·May 19

MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention

MindMelody is a closed-loop real-time system generating personalized music from EEG signals. A Transformer-GNN model decodes EEG into emotional states (Valence-Arousal), an LLM with RAG formulates intervention plans, and a Hierarchical EEG Controller guides audio synthesis. A continuous feedback loop adapts parameters based on the user's evolving EEG dynamics.

Reasoning RAG Code generation

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arXiv cs.AI·May 19

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Experiment-as-Code Labs proposes a paradigm where scientific experiments are encoded as declarative configurations compilable to instrument APIs. AI agents formulate hypotheses, a systems layer performs program analysis and orchestration, then experiments execute via physical equipment control. General-purpose stack independent of science domain, lab type, or instrument.

AI Agents Papers Reasoning

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arXiv cs.CL·May 19

SD-Search: On-Policy Hindsight Self-Distillation for Search-Augmented Reasoning

SD-Search introduces on-policy hindsight self-distillation for search-augmented reasoning agents. A single model acts as both student (inference-time context only) and teacher (conditioned on search outcomes from rollout groups). Step-level supervision via Jensen-Shannon divergence at query positions, integrated into GRPO training without external models or annotations.

Reasoning Reinforcement learning AI Agents

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arXiv cs.AI·May 19

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

Systematic study of MoE model compression (Qwen3-Next-80A3B → 23A2B) via pruning and distillation at pretraining scale. Pruning outperforms training from scratch, multi-token prediction (MTP) distillation improves performance, and progressive schedules beat one-shot compression.

Qwen Fine-tuning Benchmarks

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arXiv cs.CL·May 19

Causal Intervention-Based Memory Selection for Long-Horizon LLM Agents

CMI (Causal Memory Intervention) selects relevant memories for long-horizon LLM agents through controlled causal interventions, rather than semantic similarity. A causally annotated benchmark (Causal-LoCoMo) evaluates robustness against misleading memories. CMI outperforms vector, graph, reflection, and full-history baselines.

AI Agents Reasoning Benchmarks

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arXiv cs.AI·May 19

When Does Non-Uniform Replay Matter in Reinforcement Learning?

Study on non-uniform replay effectiveness in off-policy RL. Authors identify three key factors: replay volume, recency of transitions, and entropy of sampling distribution. They propose Truncated Geometric replay, which biases toward recent experience while maintaining high entropy, improving sample efficiency in low-volume regimes.

Reinforcement learning Benchmarks Papers

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arXiv cs.CL·May 19

How Off-Policy Can GRPO Be? Mu-GRPO for Efficient LLM Reinforcement Learning

Mu-GRPO improves GRPO efficiency by tolerating higher rollout staleness. The framework organizes training into four sequential generation-optimization stages, reducing system overhead by 2x while maintaining performance on math reasoning benchmarks.

Reinforcement learning Reasoning Benchmarks

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arXiv cs.CL·May 19

CasualSynth: Generating Structurally Sound Synthetic Data

CausalSynth is a framework generating synthetic data that respects causal mechanisms in target domains. It combines a Structural Causal Model (SCM) for causal skeleton generation, an LLM as constrained realizer, and iterative consistency verification to correct structural violations. Tested on ASIA, ALARM, and MIMIC-Struct benchmarks, it achieves 96% realizability with false-positive rates near α=0.05.

Papers Reasoning Benchmarks

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arXiv cs.CL·May 19

Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback

Self-improving CAD agents using finite element analysis (FEA) as feedback. Codex (GPT-5.5) and Claude Code (Opus-4.7) models produce no valid artifacts on first attempt; only ~20% of requirements met. Two supervision signals (text blueprint schema and 21-view renderer) improve iterative loops: Box-IoU rises from 0.444 to 0.592 on S2O.

AI Agents Code generation Reasoning

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arXiv cs.CL·May 19

MemRepair: Hierarchical Memory for Agentic Repository-Level Vulnerability Repair

MemRepair is a memory-augmented agentic framework for repository-level vulnerability repair. It combines three memory layers (History-Fix, Security-Pattern, Refinement-Trajectory) with an iterative refinement loop. Evaluated on SEC-Bench, PatchEval, and Multi-SWE-bench, MemRepair achieves 58.0%, 58.2%, and 30.58% resolution rates, outperforming OpenHands, SWE-agent, and InfCode-C++.

AI Agents Code generation AI safety

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arXiv cs.CL·May 19

Medical Context Distorts Decisions in Clinical Vision Language Models

arXiv study identifies three critical failure modes of vision-language models (VLMs) in clinical settings: over-reliance on text vs images, dependence on irrelevant clinical history, prompt sensitivity across semantically equivalent inputs. Testing on MIMIC-CXR shows VLM decisions dominated by text modality even when visual evidence is available.

Vision AI safety Evals

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arXiv cs.CL·May 19

QQJ: Quantifying Qualitative Judgment for Scalable and Human-Aligned Evaluation of Generative AI

QQJ is an evaluation framework for generative AI that combines human judgment and LLMs. It uses expert-designed multi-dimensional rubrics and calibrates LLM evaluators on a small high-quality annotation set. Experiments on text and image generation show stronger alignment with human judgment than traditional automatic metrics and unconstrained LLM evaluators.

Evals Llama Vision

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arXiv cs.CL·May 19

CyberCorrect: A Cybernetic Framework for Closed-Loop Self-Correction in Large Language Models

CyberCorrect formalizes LLM self-correction as a closed-loop control system. A tri-modal error detector (self-consistency, verbalized confidence, logic-chain verification) feeds a type-directed correction controller. On CyberCorrect-Bench (440 tasks), the framework achieves 79.8% accuracy (+6.2pp vs SOTA) and reduces overshoot by 41%.

Reasoning Evals Papers

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arXiv cs.CL·May 19

DISA: Offline Importance Sampling for Distribution-Matching LLM-RL

DISA is an offline RL method for LLMs that decouples partition-function estimation (via importance sampling) from policy optimization. On 9 benchmarks (math and code), it matches or exceeds FlowRL, outperforms GRPO/GSPO, and retains substantially more strategy-level diversity than reward-maximization baselines.

Reinforcement learning Reasoning Code generation

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