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THE DAILY INDEX

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Resources & Tools

MSLK KERNEL REFERENCE

MSLK (Meta Superintelligence Labs Kernels) is a library of fused GPU kernels for transformer workloads. It contains a collection of high-performance kernels and optimizations built on top of PyTorch primitives for GenAI training and inference. MSLK is released in accordance with the PyTorch release schedule. There is no guarantee that each release works in conjunction with PyTorch releases that are older than the one that the MSLK release corresponds to.

DWARFSTAR

DwarfStar is a native inference engine built specifically for running DeepSeek V4 Flash and DeepSeek V4 PRO locally, with additional support for GLM 5.2. It is not a general GGUF runner. The project includes model loading, prompt rendering, tool calls, KV state, an HTTP server, and a coding agent built and tested together. It supports Metal on macOS, CUDA, and ROCm backends, and can split large models across multiple machines using pipeline or tensor parallelism over Thunderbolt or TCP.

GYRUS-DEV/FROSTY: AI AGENT FOR SNOWFLAKE

Frosty is an open-source, self-hosted framework from Gyrus Inc that converts plain-English requests into Snowflake queries and administrative operations. The 153-agent system covers data engineering, security, governance, cost monitoring, and inspection, while its safety layer blocks DROP statements and requires approval for CREATE OR REPLACE operations. Users can run it locally with their Snowflake credentials and a supported language model.

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