CategoryTech Trends

Flash-moe: How to Stream 397B MoE Models from SSD on MacBook Pro

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Flash-moe runs a 400-billion parameter model on a MacBook Pro by streaming weights from SSD. It turns a server-rack problem into a local one with pure C and Metal shaders. The engine streams Qwen3.5-397B-A17B from disk at 4.4 tokens per second. It achieves production-quality output including tool calling on consumer hardware. This breakthrough democratizes massive model inference for developers...

Code Review Graph: Add Local Project Context to Claude Code

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Code Review Graph builds a local dependency graph of your entire codebase for AI coding assistants like Claude Code. It eliminates redundant full-repository scanning and reduces hallucinations by providing precise context. The tool runs entirely locally using Tree-sitter parsing and incremental tracking. It delivers only relevant files to AI assistants via the Model Context Protocol. Developers...

Small Robust AI Agent Architecture with Claw Code Rust

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Claw Code is the public Rust implementation of the claw CLI agent harness used in flagship AI products. The project provides a transparent look at how production-grade AI agents are actually built. It serves as a rare educational resource for developers studying professional AI agent architecture. This isn’t a toy implementation but a real-world codebase from top-tier engineering teams...

How to Generate Real-World Minecraft Maps from OpenStreetMap with Arnis

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Arnis turns real-world locations into playable Minecraft maps. The open-source tool pulls data directly from OpenStreetMap to generate accurate Minecraft worlds. It converts real-world geography, topography, and architecture into block-by-block representations. This solves the tedious manual process of recreating locations in Minecraft. Arnis GitHub repository homepage Arnis supports both...

How to Automate Your Job Search with Career-Ops

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I discovered Career-Ops while browsing GitHub for job search automation tools. Its sheer scope caught my attention. This is not just another resume parser. It’s a full command center that turns Claude Code into a systematic job-search pipeline. Built by santifer, Career-Ops scans career pages across 45+ tech companies including Stripe, Anthropic, and OpenAI. It finds matching roles...

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