Issue #3 · Nov 2, 2026 · 10 picks from 2,378 new repos
Big MoE models streamed from SSD, and millisecond Rust rebuilds
Two projects this week tackle running large MoE models on consumer hardware; we picked one of them. Several others focus on coding agents: cutting token spend, policing tool calls, and helping them understand a codebase. We also included a few non-AI utilities, including AirDrop from Linux.
01Why it made the cut: Streams sparse-MoE expert weights from SSD on demand, so memory is bounded by active experts. A trained prerouter predicts routing one step ahead to overlap loading with compute.
An open-source framework that runs large sparse-MoE models on consumer devices by streaming expert weights from SSD with trained routing prediction.
AI & Machine Learning#llm-inference#mixture-of-experts#model-quantization#on-device-ai#apple-silicon9.1K+301 this week1.4KPythonApache-2.0Well maintainedUpdated 2 days ago02Why it made the cut: A drop-in cargo front end: prefix your usual commands with blaze. It JIT-compiles only changed functions and patches them into the running program, bringing incremental rebuilds down to milliseconds.
A drop-in cargo front end that makes incremental Rust rebuilds take milliseconds by JIT-compiling only changed functions into the running program.
2.1K+239 this week73RustApache-2.0Well maintainedUpdated 16 hours ago03Why it made the cut: A Microsoft plugin for Claude Code, Codex, Copilot CLI and Pi that learns from past sessions to cut token costs. It injects facts like build and test commands at session start and uses a judge model to catch stuck turns.
A plugin for Claude Code, Codex, Copilot CLI and Pi that learns from past sessions in a repository to cut coding-agent token costs.
4.9K+2.1K this week301PythonApache-2.0Well maintainedUpdated yesterday04Why it made the cut: A deterministic policy engine between agents and their tools that checks each call's data sensitivity and destination before it runs. Policies are written in TOML, and decisions come only from the event log.
A deterministic policy engine that sits between AI agents and their tools, blocking tool calls that would send sensitive data to unauthorized destinations.
1.6K+1 this week70RustMITWell maintainedUpdated 4 hours ago05Why it made the cut: Command-line AirDrop for Linux that swaps files with iPhones over AWDL on supported non-Apple Wi-Fi cards. It ships owly doctor to report a card's mode and known problems.
Command-line AirDrop for Linux, letting iPhones and Linux machines send files to each other over AWDL on supported non-Apple Wi-Fi cards.
3.3K+82 this week257RustMITWell maintainedUpdated 4 days ago06Why it made the cut: A CLI that writes a linked Markdown wiki inside your repo for coding agents and humans. Facts are tied to source evidence, so code changes only update the affected claims.
A CLI that writes and maintains a linked Markdown wiki for your codebase, grounded in source evidence, for your coding agents and you.
17.8K+157 this week1.3KTypeScriptMITWell maintainedUpdated 13 hours ago07Why it made the cut: Merges Wi-Fi, Ethernet and phone hotspots so apps that open many connections get the combined bandwidth. No proxy needed, works for TCP and UDP over IPv4 and IPv6, and skips links without internet.
Merges Wi-Fi, Ethernet and phone hotspots so apps that open many connections get the combined speed of all your links.
3K+253 this week172GoMITWell maintainedUpdated 5 days ago08Why it made the cut: A Go desktop framework where you choose a web frontend in the OS webview or a native GPU-drawn UI. It is pure Go with no cgo, so you can cross-compile from any machine.
A Go framework for building desktop apps with either a web frontend in the OS webview or a native UI drawn on the GPU.
5.2K+1.3K this week315GoMITWell maintainedUpdated 2 hours ago09Why it made the cut: Rules and skills that keep a coding agent away from generic UI, marketing copy and AI-styled comments. It has 40 tiered rules and a Delivery Gate that requires a PASS/FAIL report before finishing.
Rules and skills that make an AI coding agent avoid generic-looking UI, marketing copy, and AI-styled code comments.
8.6K+834 this week577JavaScriptMITWell maintainedUpdated 2 days ago10Why it made the cut: A self-hosted framework for an industry news site pulling from RSS, web pages, APIs, X and WeChat. Items are pre-filtered, scored twice by an LLM, and clustered by event, with trends ranked by distinct sources.
A self-hosted framework for building an industry news site: you plug in your own sources and curation criteria, and it collects, filters, clusters and publishes daily digests.
9.7K+749 this week2.3KTypeScriptMITWell maintainedUpdated 2 hours ago