Repos

Follow-up engine that speeds single-Spark decoding of the 125B model via a custom tensor layout.

A port of the jev-ultrafast browser agent that decides with local laya-mlx instead of the hosted Jev API, covering DOM snapshot, executor and safety checks. Runs free on Apple Silicon.

Swift package that reads a form in a running Mac app through the Accessibility API, asks an on-device model what belongs in each field, and types it in. ~1 ms per decision.

Open-source tooling that lets an agent design LEGO models in LDraw format, built with Opus 5.5 and discussed on Hacker News.

Community-curated list of playable games made with Astra, each linked to source code, a demo and the prompt that produced it.

Anil Matcha shipped an MIT-style open-source dots workspace within hours of the launch, with browser, terminal and file computer use, personal-app connectors and support for any LLM. It lets people run the same pattern on their own infrastructure.

Prompt collection for games, Blender scenes and interactive worlds in 14 languages.

Experimental bridge that pairs an ESP32 voice shell with Muse and runs real text round trips from Linux, with honest compatibility notes from actual walkthroughs.

Early write-up of how to serve the model on a single DGX Spark, published within a day of the weights landing.

Dual-node vLLM deployment of the NVFP4 build across a pair of DGX Sparks, for higher context and throughput.

Zero-dependency SVG and JavaScript expression engine where the AI just outputs an emotion id to change the ball face, usable for chatbots or desktop pets.

Growing set of robotics experiments using frontier vision-language models, currently centred on Astra controlling and reasoning about robot tasks.

Open-source project awesome-grok-bot: Curated bilingual list of Grok Bot resources — always-on AI teammates with their own cloud computer.. Extends or complements Grok Bot for builders.

Bilingual catalogue of publicly shared Grok Bot links, each status-checked and attributed, with a searchable site.

Install scripts and guides for a self-hosted agent that mimics the Muse experience, with Cloudflare tunnel and watchdog, in English, Indonesian and Malay.

Ggml-based C++ runtime for all three checkpoints. Native tokenization, decision heads and JSON output; optimized FP16/BF16 CUDA on RTX with FP32 accumulation, plus Vulkan.

Python toolkit that lets Astra drive Minecraft through computer use to explore, gather, craft and build, with a linked demo post.

Prompt pack for generating distinctive brand websites with Astra and the Higgsfield MCP, with separate desktop and mobile prompts and a video walkthrough.

Openlayer's library packs every eval for a trace into one decision request: tool choice, grounding, scope, injection, PHI. Runs on Jev, or on Kev or Laya locally on a Mac.