cactus-compute/cactus-hybrid
On-device models that know when they're wrong: every answer carries a confidence score for cloud handoff.
GITHUB SIGNALS / PROJECT INDEX
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On-device models that know when they're wrong: every answer carries a confidence score for cloud handoff.
Docker configuration for running VLLM on dual DGX Sparks
BMad Whiteport Design System for Professional UX Designers
Camelid: a Rust-native local inference backend with evidence-gated model compatibility.
Soku CLI — call Soku ads/GA4/PostHog data capabilities from any AI agent or shell.
Based on 4 major Chinese language model platforms, including 8 platform-end versions for web and mobile applications, 614 responses to questions were collected. Each question-platform-end combination was repeated for collection 3 times.
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
Local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion-powered rendering.
Open-source, backend-free AI video editor for talking-head video — storyboarding, designed graphics, kinetic captions, themes and in-browser WebCodecs export. Drivable by any AI agent over MCP.
An open-source desktop app for generating videos with LTX models
Live MCP control of the visible draw.io canvas for step-by-step scientific illustration in Codex.
INTERNSHIP ENGINE.
🙏 UI Collection for Modern Interfaces.
LLaDA2.0 is the diffusion language model series developed by InclusionAI team, Ant Group.
An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.
Free, open-source, offline desktop app for creating animated code presentations. Magic Move transitions, 16 syntax themes, highlight steps, autoplay , built with Tauri + React. An alternative to CodeSlides.app. Drop A star if it's helpful for you, It'd make my day!
RCE PoC for Redis 6.2.22, 7.4.9, 8.6.4, 8.8.0.
MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability
vLLM 0.25.1 serving stack for poolside/Laguna-S-2.1-NVFP4 with DFlash speculative decoding — DGX Spark & RTX 6000 PRO
Open the project to explore the idea and the code.
Open the project to explore the idea and the code.
Open the project to explore the idea and the code.
Open the project to explore the idea and the code.
Official Code of "UVFaceFusion: Fast Multi-view Topologically Consistent Face Reconstruction in the Wild via UV-space Neural Fusion" (SIGGRAPH Asia 2026 Journal Track)