Trending archive for Oct 20, 2026

deepseek-ai/DeepInfer

DeepSeek Opens Its Production Inference Engine — DeepInfer is the offline inference framework DeepSeek uses internally for large-scale serving, now open-sourced for DeepSeek-V4.1-Flash. It bundles optimized kernels (FlashMLA, DeepGEMM, DeepEP), MoE/CP parallelism, speculative decoding with confidence-scheduled verification, and batch-invariant/deterministic sampling—useful for teams deploying DeepSeek models at scale who need reproducible outputs.

DeepInfer: High-performance, large-scale inference framework for DeepSeek models

fyzugx/DEsk

A Wayland desktop that renders your screen as a literal desk — DEsk is a Linux Wayland desktop environment using realistic skeuomorphic design, like iOS 6: windows are paper, the dock is a drawer, apps sit in binders, notifications arrive by post box. Now at v0.1.2 beta with installers for Debian, Ubuntu, Arch and Fedora, it's for Linux users wanting a playful, tactile alternative to flat desktop UIs.

jyjblrd/single-propeller-drone

A drone that flies with just one spinning propeller — This project documents an under-actuated drone stabilized by a single propeller mounted atop a finned body, instead of the usual multi-rotor setup. It includes custom forks of ArduPilot and moteus for flight and motor control, plus Fusion 360/STEP files for the body and propeller designs, useful for hobbyists building unconventional drones.

Under-actuated drone with only one motor

tywr/Nordwand-Mono

A Python-built monospace font blending Univers with JetBrains Mono proportions — Nordwand-Mono is a coding font designed from scratch in Python, merging the classic Univers neo-grotesque with JetBrains Mono's compact proportions. It offers alternative character styles, stylistic sets for ligatures and wide-angled brackets, and lets you compile a customized version by editing a config file. Good fit for developers who want a hackable, Swiss-inspired terminal font.

A compact monospace neo-grotesque font designed for developers (and adventurers).

togethercomputer/HybridAgent

An LLM agent that switches between latent thinking and text actions — HybridAgent lets an LLM agent alternate between latent-space reasoning and text-based tool use within one generation pass, using a HybridLink module to map hidden states back to embeddings. It ships HybridSFT/HybridRL training stages, batch inference, and a tool to render latent thoughts as readable pseudo-text for interpretability.

google-research/harness2

Self-improving agent scaffolding without touching model weights — Harness² is a Google Research framework that recursively refines the prompts, tools, and orchestration around a fixed model. It uses a Propose-Probe-Compose loop to adapt the harness per task, plus a persistent improvement harness that carries lessons across tasks. Aimed at researchers building agents for open-world, unseen tasks.

refraction-networking/utls

A Go TLS fork that lets ClientHello mimic other clients — uTLS forks Go's crypto/tls to expose low-level control over the ClientHello message, enabling fingerprint mimicry or randomization while the handshake itself still runs through crypto/tls. It targets anti-censorship tool builders who need to avoid Golang's distinctive, easily blockable TLS fingerprint.

Fork of the Go standard TLS library, providing low-level access to the ClientHello for mimicry purposes.

lwthiker/curl-impersonate

A curl build that mimics browser TLS and HTTP/2 fingerprints — curl-impersonate replicates the TLS Client Hello and HTTP/2 handshake settings of Chrome, Edge, Safari and Firefox, defeating fingerprinting used by sites to distinguish bots from real browsers. Usable as a CLI tool or libcurl replacement, it suits scraping, testing and privacy-focused clients facing fingerprint-based blocking.

curl-impersonate: A special build of curl that can impersonate Chrome & Firefox

FoxIO-LLC/ja4

A fingerprinting suite expanding beyond JA3 for network forensics — JA4+ by FoxIO extends TLS/network fingerprinting past the older JA3 method, adding JA4S, JA4H, JA4X, JA4T, JA4D and more for TCP, DHCP, HTTP and SSH traffic. Useful for threat hunters, malware analysts and security teams needing human- and machine-readable fingerprints for detection, tracking and compliance automation.

JA4+ is a suite of network fingerprinting standards

ebichan88/dbxray

Turn a live database into readable Markdown docs and ER diagrams — dbxray connects to a database and generates table lists, per-table definition docs, and Mermaid ER diagrams in Markdown, viewable directly on GitHub. It also exposes this data through an MCP server so AI assistants can answer questions about table structures, making it useful for both documentation and AI-assisted schema exploration.

dbxrayは、DBに接続し、テーブル一覧・各テーブルの定義書・ER図などをMarkdown形式で出力するツールです。また、出力したデータをMCPサーバー経由でAIに回答することもできます。

honojs/honox

A Next.js-style meta-framework built on Hono and Vite — HonoX (formerly Sonik) is an alpha-stage meta-framework for full-stack sites and APIs, offering file-based routing, fast SSR, bring-your-own-renderer, and islands hydration. It's for developers wanting a lightweight Next.js-like experience powered by Hono and Vite.

HonoX - Hono based meta framework