Judy

A single-file Python converter from profiler output to Graphviz, with a comparison mode that is the most interesting part, and a status section that says plainly it is finished.

A repository that holds the worked examples from a Manning book, spread across seven language directories, where the only file that still changes is the errata.

A schema-conditioned encoder family where the label list is an input rather than a training artefact, split across a span architecture and a new boundary architecture, both behind one loader.

A Claude Code plugin that detects when a question needs a second opinion and routes it to one of five specialists running on Codex or Gemini through native MCP.

Meta releases the training code and pretrained weights for a model that maps video, audio and text onto the cortical surface, with predictions on a 20,000 vertex mesh.

A free open source C# tweaker with 9,600 stars, sixteen translated READMEs, and a design choice that stands out: choose your own optimizations rather than pressing one big button.

Fifteen thousand short videos of household objects filmed from many angles, each frame carrying a 3D bounding box, a camera pose, a point cloud and surface planes, plus the notebooks that turn it into TensorFlow records.

A Java library whose whole job is fetching and configuring chromedriver, geckodriver and msedgedriver before your test runs, plus browser-in-Docker support and a documentation site that moved out of the repository at version 5.

The library that made algebraic data types a normal thing to see in a TypeScript codebase is being absorbed into the Effect-TS ecosystem, which changes the answer to whether you should start a new project on it.

A Node package that turns a plain data structure into responsive table based email HTML, with a plaintext fallback and four contributed themes, but no transport of its own.

Evrone's Clean Architecture template wires user auth, task management and translation over REST, gRPC, RabbitMQ and NATS at once. Here is what it actually sets up, and what it costs you to adopt.

A Maven Central artifact that does face detection, recognition, liveness and 1:N search on the device, works on Android 8 through 16, and supports plain system cameras as well as UVC USB hardware.

A collection site of animated Vue components that you copy into your own project through a CLI, rather than a package you depend on. Worth understanding what that choice costs before you reach for it.

Git Extensions is a standalone Windows UI for managing git repositories, with Explorer and Visual Studio integration. It suits Windows developers who want a graphical client, and it does not target Linux or macOS.

GazeTracking is a small Python library that turns a single webcam frame into pupil coordinates and left/center/right gaze flags. It is aimed at developers who want gaze input inside their own loop, not at researchers who need calibrated measurements.

RAPTOR chains Semgrep, CodeQL, binary analysis, LLM validation, exploit generation and patch writing into one Claude Code session. The README is unusually candid about the trade-offs, and the licence situation is less simple than the MIT badge suggests.

AgentHydra aggregates local AI coding sessions from Claude Code, Codex, and OpenCode into one browser tab, adds a schedulable queue, and manages isolated Claude Desktop instances. It is a dashboard, not a client, and it runs entirely locally.

Fabric is an open source node-based environment for interactive visuals, image and video analysis, and 3D authoring, built on the Satin rendering engine and shipped as a macOS app plus an SDK. It is a direct descendant of Quartz Composer's ideas, and it is honest about being an early beta.

This repository offers over a hundred design pattern examples in Java, each with commented source code and a companion website. It is a learning resource and reference, not a framework or library you integrate.

Gitleaks detects hardcoded secrets in git history, files, and stdin. It is stable and widely used, but the maintainer has declared it feature-complete, so new development has stopped.

B4.run is a TypeScript framework that wraps LangGraph.js with Next.js-style file-system routing, typegen, fixture-backed tests and a default Node build. It is aimed at TypeScript teams that want agent conventions, not at Python projects or teams that prefer raw graphs.

The Dependency Analysis Gradle Plugin reads compiled classes to decide whether a declared dependency was ever touched, then applies that verdict across a whole multi-project build. Its sharp edges are the module list it refuses to analyse and a setup step that lives in another repository's wiki.

The repository is a collection of Markdown tutorials and client download tables for V2Ray, Shadowsocks, ShadowsocksR and Clash, with no source code and no declared licence. It is useful as a reading list, and unusable as software.

Learn Apollo is a tutorial website, not a code library. Its repository holds the source content and tooling for a hands-on guide to Apollo GraphQL Client, aimed at developers using React, Angular, iOS, and React Native.

The injection-based SDK generator for UE4 and UE5 compiles to a DLL, reads the engine's object array and name table out of a running process, and writes out a header only SDK, with a config file and offset overrides for the games where autodetection fails.

A review of the doctrine-extensions/DoctrineExtensions package, covering its suite of behavioral extensions, how they integrate with Doctrine's event system, and what to verify before adopting it in PHP projects.

Lagent is a Python framework that treats agent construction like defining neural network layers and message passing between them. It is a good fit if you want to build agent loops from explicit, inspectable components rather than adopt an opinionated orchestration stack.

Commerce Agent Bench is an Apache-2.0 Python benchmark harness from the Accio team at Alibaba International. It ships 107 tasks against local mock services so agents must change state, not just describe it.

ChatterBot is a Python library that stores statements and their responses, then picks the closest matching reply using a similarity search. It is a good fit for scripted or corpus-driven bots, and a poor fit for anything that needs a language model.

The repository compiles 3,000+ bug bounty programs and vulnerability disclosure policies into a browsable site, an MCP server and an API. The hard part is not the list, it is keeping contact pages and payout flags current, and the README does not explain how that is done.

LibreSpeed is a lightweight JavaScript speed test you host yourself, with a PHP backend, optional telemetry, and a separate connection stability test. Here is what the repository actually ships, and where it stops being the right tool.

This package bundles a Chromium binary for AWS Lambda and Google Cloud Functions, exposing a thin API to launch Puppeteer or Playwright without the usual installation pain. It solves a real packaging problem, but its version coupling and font handling deserve scrutiny.

DNSControl keeps DNS records in a JavaScript-compatible config file and pushes them to Route 53, Cloudflare, BIND and dozens of other providers. It is a good fit for teams that already review infrastructure changes in Git, and a poor fit for anyone who wants a hosted control plane.

datawhalechina/learn-world-model is an alpha-stage, MIT-licensed course site with five lectures and six PyTorch projects covering VAEs, RSSMs, Dreamer agents and counterfactual rollouts. It is a curriculum, not a library, and the README says the content is still changing.

Chaskiq bundles live chat, a help center, mailing campaigns and conversational bots into one Rails application. It is aimed at teams willing to run Postgres, Redis and a Ruby stack in exchange for owning the customer data.

LiteDB is an embedded NoSQL document database for .NET that keeps everything in a single data file. It suits desktop tools and small apps; it is not a server database, and the README's encryption feature is explicitly disabled.

Seesaw v2 is a Linux Virtual Server based load balancing platform from Google, built in Go and managed through a small CLI. It fits teams that can dedicate two nodes, four network interfaces and a layer 2 segment to the job.

Poutyne wraps a PyTorch nn.Module in a Model object that owns the training loop, metrics and callbacks. It is a good fit for small to medium projects where you want Keras ergonomics without leaving PyTorch, and a poor fit if you need custom training semantics or do not want LGPL-3.0 in your dependency tree.

A TypeScript project that scrapes Hacker News, summarizes the top stories in Chinese with an LLM, voices them with TTS, and publishes the result as an RSS feed and web player on Cloudflare. It is a pipeline you deploy, not a service you sign up for.

XGo is a Go-derived language from the goplus organisation that drops package main and func main, prefers command-style calls, and can pull in C/C++, Python and JavaScript/TypeScript assets through LLGo. It suits STEM teaching and data-science work; it is not a drop-in replacement for a Go codebase you already ship.

pon lowers Python 3.14 through the ruff parser into one shared IR, then compiles it with Cranelift either in-process or into a standalone binary. Byte-exact differential testing against CPython is the acceptance gate, and that gate is the interesting part.

TeXt Theme is an MIT-licensed Jekyll theme from kitian616 aimed at personal sites, team sites, blogs, projects and documentation. Its breadth of built-in features is also its main cost: the theme is large, and the last tagged release predates the recent commits.

InvoicePlane is a self-hosted PHP application for invoices, clients and payments. This review covers the Docker quick start, the ipconfig.php settings that break logins, the 1.7.2 custom template allowlist, and when Invoice Ninja is the better fit.

FluentHub is an MIT-licensed C# desktop client for GitHub built on WinAppSdk/WinUI3, using GitHub Device Flow for authentication and the GraphQL API for mutations. It is aimed at Windows developers who want tabbed, native browsing of issues and pull requests, but the release cadence and the Windows 10 build requirement are the first things to check before adopting it.

StreamCap is a Python and Flet client that watches live rooms across more than 40 platforms and records them through FFmpeg. It is convenient for scheduled archiving, but it is not a general screen capture tool and it inherits every limitation of the platforms it scrapes.

Retrospected is an open source agile retrospective board, written in TypeScript, that ships as a React frontend plus a Node backend with Socket.IO for live updates. It is free to use on the public site, but a self-hosted instance is designed to be turned into a licensed one.

ai-rules is a JavaScript CLI that turns project Markdown rules into structured rule metadata, local evidence and audit or fix prompts for agents such as Cursor, Windsurf and Copilot. It is aimed at teams whose AI-generated code is generally correct but does not fit the repository's layering, UI or design conventions.

llm-action is a Chinese-language repository of tutorials and code for training, fine-tuning, compressing, and serving large language models, aimed at engineers who want hands-on examples rather than abstract theory.

A standalone marching cubes implementation with Python bindings, built for the volumina 3D viewer. It prioritizes speed and simple normals over feature breadth, but you must check memory layout and smoothing behavior.

NAudio is an open source audio and MIDI library for .NET, and version 3 breaks the single assembly into per-platform packages while dropping everything below net9.0. Here is what the split means for adoption, and where the library still stops.

This repository is not a library or a tool. It is a VitePress documentation site with 79 article summaries, 40 translations and a five-phase learning path built around OpenAI's Harness Engineering paradigm. Here is what it contains, how to run it locally, and where it stops being useful.

The package wraps an LLM call behind V5, V4, niji and testp methods and returns a ready-to-paste Midjourney string. It is a thin convenience layer, not a prompt library, and the README documents the parameters but not the failure paths.

Alex's Anthology of Algorithms is a TeX-sourced collection of concise C++ implementations for competitive programming. It targets ICPC-style contests and emphasizes readable, adaptable code over the shortest possible snippets.

A Google-maintained collection of Kotlin samples for the Maps SDK for Android, plus a build script that verifies every sample in one pass. Useful as a working reference, not as a library you add to your app.

A small R project that generates colored mandalas from Voronoi tessellation, with a Docker wrapper for easy runs. It is a teaching tool, not a production library.

xdg-ninja is a shell script that scans $HOME for dotfiles and directories that programs dumped outside the XDG base directory layout, then tells you whether each one can be moved and how. It is for Linux users who want a tidy home directory without auditing every config path by hand.

This fork of the original Pwnagotchi keeps bettercap on a Raspberry Pi to capture WPA handshakes and PMKIDs, but drops the reinforcement learning layer. Here is what it does, how to install it, and where it stops being the right tool.

btop is a C++ terminal resource monitor for Linux, macOS, and the BSDs. It combines CPU, memory, disks, network, and GPU views in one TUI, but its real strengths are theming, mouse support, and a config system that rewards tinkering.

Flask JSONDash is a Flask blueprint that builds chart dashboards from JSON config and your own endpoints. It is a fit for internal Python tooling, and a poor fit for anyone expecting a maintained analytics product.

limxdynamics/tron2_openpi adapts the OpenPI policy stack for LimX TRON2, adding task transforms, YAML deployment profiles, and real-robot client examples. It is an integration template, not a full release.