diff --git a/by-language.md b/by-language.md
index 6ee049b..5590cd6 100644
--- a/by-language.md
+++ b/by-language.md
@@ -166,7 +166,7 @@
 ## Astro 
 
 - [Keycapsss/awesome-mechanical-keyboard](https://github.com/Keycapsss/awesome-mechanical-keyboard) - ⌨️ A curated list of Open Source Mechanical Keyboard resources.
-- [bestofjs/javascript-risingstars](https://github.com/bestofjs/javascript-risingstars) - :stars: An overview of the JavaScript landscape in 2023: trends about frontend, Node.js, fullstack frameworks, build tools, testing, Vue.js, React, state management...
+- [bestofjs/javascript-risingstars](https://github.com/bestofjs/javascript-risingstars) - :stars: An overview of the JavaScript landscape in 2024: trends about frontend, Node.js, fullstack frameworks, build tools, testing, Vue.js, React, state management...
 
 ## Awk 
 
@@ -181,6 +181,9 @@
 
 ## C 
 
+- [s-macke/VoxelSpace](https://github.com/s-macke/VoxelSpace) - Terrain rendering algorithm in less than 20 lines of code
+- [RandyGaul/cute_headers](https://github.com/RandyGaul/cute_headers) - Collection of cross-platform one-file C/C++ libraries with no dependencies, primarily used for games
+- [zigzap/zap](https://github.com/zigzap/zap) - blazingly fast backends in zig
 - [floooh/sokol-zig](https://github.com/floooh/sokol-zig) - Zig bindings for the sokol headers (https://github.com/floooh/sokol)
 - [floooh/sokol](https://github.com/floooh/sokol) - minimal cross-platform standalone C headers
 - [psychonautwiki/rust-ul-sys](https://github.com/psychonautwiki/rust-ul-sys) - Low Level Bindings to Ultralight Framework (Ultralight, AppCore)
@@ -673,6 +676,9 @@
 
 ## C++ 
 
+- [thecppzoo/zoo](https://github.com/thecppzoo/zoo) - Zoo library
+- [jfalcou/eve](https://github.com/jfalcou/eve) - Expressive Vector Engine - SIMD in C++ Goes Brrrr
+- [hyprwm/hyprpicker](https://github.com/hyprwm/hyprpicker) - A wlroots-compatible Wayland color picker that does not suck.
 - [lassade/c2z](https://github.com/lassade/c2z) - C++ to Zig bindings and transpiler
 - [LorenDB/polyglot](https://github.com/LorenDB/polyglot) - The universal, multidirectional, multilingual binding generation tool
 - [lisyarus/webgpu-raytracer](https://github.com/lisyarus/webgpu-raytracer) - A software raytracing engine written in WebGPU
@@ -682,7 +688,6 @@
 - [evanw/kiwi](https://github.com/evanw/kiwi) - A schema-based binary format for efficiently encoding trees of data
 - [csmith-project/creduce](https://github.com/csmith-project/creduce) - C-Reduce, a C and C++ program reducer
 - [mrousavy/nitro](https://github.com/mrousavy/nitro) - 🔥 Insanely fast native C++, Swift or Kotlin modules with a statically compiled binding layer to JSI
-- [google/crubit](https://github.com/google/crubit) - 
 - [ribtoks/chillout](https://github.com/ribtoks/chillout) - Simple cross-platform crash handling library for desktop native apps
 - [RMichelsen/Nvy](https://github.com/RMichelsen/Nvy) - Nvy - A Neovim client in C++
 - [TheNumbat/rpp](https://github.com/TheNumbat/rpp) - Minimal Rust-inspired C++20 STL replacement
@@ -1067,7 +1072,6 @@
 - [google/bloaty](https://github.com/google/bloaty) - Bloaty: a size profiler for binaries
 - [tensorflow/tensorflow](https://github.com/tensorflow/tensorflow) - An Open Source Machine Learning Framework for Everyone
 - [brndnmtthws/conky](https://github.com/brndnmtthws/conky) - Light-weight system monitor for X, Wayland (sort of), and other things, too
-- [a16z/ai](https://github.com/a16z/ai) - Repo for work for AI Survey
 - [osquery/osquery](https://github.com/osquery/osquery) - SQL powered operating system instrumentation, monitoring, and analytics.
 - [MasterSoft24/CloudCross](https://github.com/MasterSoft24/CloudCross) - CloudCross it's opensource crossplatform software for syncronization a local files and folders with many cloud providers. On this moment a Cloud Mail.Ru, Yandex.Disk, Google drive, OneDrive and Dropbo
 - [helio-fm/helio-sequencer](https://github.com/helio-fm/helio-sequencer) - Libre music sequencer for desktop and mobile platforms
@@ -1204,6 +1208,7 @@
 
 ## CoffeeScript 
 
+- [paulmillr/top-github-users](https://github.com/paulmillr/top-github-users) - GitHub top-1000 generation script
 - [boennemann/badges](https://github.com/boennemann/badges) - :flower_playing_cards: Readme Badges – Gotta catch 'em all
 - [trello-archive/iconathon](https://github.com/trello-archive/iconathon) - An icon task runner that convert Sketch files to mobile and web formats.
 - [node-cache/node-cache](https://github.com/node-cache/node-cache) - a node internal (in-memory) caching module
@@ -1263,7 +1268,7 @@
 - [saber-notes/saber](https://github.com/saber-notes/saber) - The cross-platform open-source app built for handwriting
 - [KRTirtho/spotube](https://github.com/KRTirtho/spotube) - 🎧 Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!
 - [bernaferrari/color-studio](https://github.com/bernaferrari/color-studio) - It is too hard to build coherent and accessible themes with the right colors. This should help.
-- [AppFlowy-IO/AppFlowy](https://github.com/AppFlowy-IO/AppFlowy) - Bring projects, wikis, and teams together with AI. AppFlowy is an AI collaborative workspace where you achieve more without losing control of your data. The best open source alternative to Notion.
+- [AppFlowy-IO/AppFlowy](https://github.com/AppFlowy-IO/AppFlowy) - Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The leading open source Notion alternative.
 - [pointless-lang/pointless](https://github.com/pointless-lang/pointless) - Pointless: a scripting language for learning and fun
 - [flutter/flutter](https://github.com/flutter/flutter) - Flutter makes it easy and fast to build beautiful apps for mobile and beyond
 
@@ -1388,9 +1393,13 @@
 - [SuboptimalEng/volume-rendering](https://github.com/SuboptimalEng/volume-rendering) - 🌊 The code for my volume rendering implementation in Three.js and GLSL.
 - [scratchapixel/scratchapixel-code](https://github.com/scratchapixel/scratchapixel-code) - 
 - [libretro/glsl-shaders](https://github.com/libretro/glsl-shaders) - This repo is for glsl shaders converted by hand from libretro's common-shaders repo, since some don't play nicely with the cg2glsl script.
+- [nicknisi/dotfiles](https://github.com/nicknisi/dotfiles) - vim, zsh, git, homebrew, neovim - my whole world
 
 ## Go 
 
+- [agentstation/uuidkey](https://github.com/agentstation/uuidkey) - The uuidkey package encodes UUIDs to a readable Key format via the Base32-Crockford codec.
+- [planetscale/psdbproxy](https://github.com/planetscale/psdbproxy) - MySQL proxy for local connections to a PlanetScale database over HTTP/2
+- [mattrobenolt/ps-http-sim](https://github.com/mattrobenolt/ps-http-sim) - UNOFFICIAL PlanetScale HTTP simulator
 - [buildkite/agent](https://github.com/buildkite/agent) - The Buildkite Agent is an open-source toolkit written in Go for securely running build jobs on any device or network
 - [fullstorydev/grpcurl](https://github.com/fullstorydev/grpcurl) - Like cURL, but for gRPC: Command-line tool for interacting with gRPC servers
 - [PowerDNS/lmdbnav](https://github.com/PowerDNS/lmdbnav) - A terminal UI to inspect LMDB database files
@@ -1418,7 +1427,7 @@
 - [safing/portmaster](https://github.com/safing/portmaster) - 🏔 Love Freedom - ❌ Block Mass Surveillance
 - [runreveal/pql](https://github.com/runreveal/pql) - Pipelined Query Language
 - [gptscript-ai/gptscript](https://github.com/gptscript-ai/gptscript) - Build AI assistants that interact with your systems
-- [ollama/ollama](https://github.com/ollama/ollama) - Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.
+- [ollama/ollama](https://github.com/ollama/ollama) - Get up and running with Llama 3.3, Phi 4, Gemma 2, and other large language models.
 - [gabotechs/dep-tree](https://github.com/gabotechs/dep-tree) - Tool for helping developers keep their code bases clean and decoupled. It allows visualising a code base complexity using a 3d force-directed graph of files and the dependencies between them.
 - [beeper/imessage](https://github.com/beeper/imessage) - A Matrix-iMessage puppeting bridge.
 - [bricks-cloud/BricksLLM](https://github.com/bricks-cloud/BricksLLM) - 🔒 Enterprise-grade API gateway that helps you monitor and impose cost or rate limits per API key. Get fine-grained access control and monitoring per user, application, or environment. Supports OpenAI,
@@ -1442,7 +1451,7 @@
 - [GoogleCloudPlatform/gcsfuse](https://github.com/GoogleCloudPlatform/gcsfuse) - A user-space file system for interacting with Google Cloud Storage
 - [life4/enc](https://github.com/life4/enc) - 🔑🔒 A modern and friendly CLI alternative to GnuPG: generate and download keys, encrypt, decrypt, and sign text and files, and more.
 - [weaviate/weaviate](https://github.com/weaviate/weaviate) - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
-- [milvus-io/milvus](https://github.com/milvus-io/milvus) - Milvus is a high-performance, cloud-native vector database designed to scale vector search.
+- [milvus-io/milvus](https://github.com/milvus-io/milvus) - Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
 - [u2takey/ffmpeg-go](https://github.com/u2takey/ffmpeg-go) - golang binding for ffmpeg
 - [PullRequestInc/go-gpt3](https://github.com/PullRequestInc/go-gpt3) - An OpenAI GPT-3 API client enabling Go/Golang programs to interact with the gpt3 APIs.
 - [mattn/chatgpt](https://github.com/mattn/chatgpt) - 
@@ -1648,7 +1657,7 @@
 - [AdguardTeam/dnsproxy](https://github.com/AdguardTeam/dnsproxy) - Simple DNS proxy with DoH, DoT, DoQ and DNSCrypt support
 - [bits-and-blooms/bloom](https://github.com/bits-and-blooms/bloom) - Go package implementing Bloom filters, used by Milvus and Beego.
 - [rakyll/gotest](https://github.com/rakyll/gotest) - go test with colors
-- [usbarmory/tamago](https://github.com/usbarmory/tamago) - TamaGo - ARM/RISC-V bare metal Go
+- [usbarmory/tamago](https://github.com/usbarmory/tamago) - TamaGo - bare metal Go
 - [encoredev/encore](https://github.com/encoredev/encore) - Open Source Development Platform for building robust type-safe distributed systems with declarative infrastructure
 - [metalmatze/archsecure](https://github.com/metalmatze/archsecure) - Check your machine for issues posted on https://security.archlinux.org
 - [microsoft/ethr](https://github.com/microsoft/ethr) - Ethr is a Comprehensive Network Measurement Tool for TCP, UDP & ICMP.
@@ -1803,7 +1812,6 @@
 - [jpbruinsslot/slack-term](https://github.com/jpbruinsslot/slack-term) - Slack client for your terminal
 - [trubitsyn/go-zero-width](https://github.com/trubitsyn/go-zero-width) - Zero-width character detection and removal for Go
 - [inconshreveable/ngrok](https://github.com/inconshreveable/ngrok) - Unified ingress for developers
-- [nikitavoloboev/go](https://github.com/nikitavoloboev/go) - Go tools, libraries and other code
 - [alrs/surfsticker](https://github.com/alrs/surfsticker) - Manage sticky suckless surf windows.
 - [danfragoso/thdwb](https://github.com/danfragoso/thdwb) - 🌭 The hotdog web browser and browser engine 🌭
 - [1Password/for-open-source](https://github.com/1Password/for-open-source) - Get a 1Password team account for free to support your open source initiatives!
@@ -2003,7 +2011,7 @@
 - [c-bata/goptuna](https://github.com/c-bata/goptuna) - A hyperparameter optimization framework, inspired by Optuna.
 - [golangci/golangci-lint](https://github.com/golangci/golangci-lint) - Fast linters runner for Go
 - [boltdb/bolt](https://github.com/boltdb/bolt) - An embedded key/value database for Go.
-- [dgraph-io/dgraph](https://github.com/dgraph-io/dgraph) - The database for modern applications. Common use cases: knowledge graphs for AI, fraud detection, personalization, and search. Built and maintained by @HypermodeInc.
+- [hypermodeinc/dgraph](https://github.com/hypermodeinc/dgraph) - high-performance graph database for real-time use cases
 - [inconshreveable/go-update](https://github.com/inconshreveable/go-update) - Build self-updating Golang programs
 - [dgraph-io/ristretto](https://github.com/dgraph-io/ristretto) - A high performance memory-bound Go cache
 - [blrsn/zentile](https://github.com/blrsn/zentile) - Automatic Tiling for EWMH Compliant Window Managers
@@ -2605,7 +2613,7 @@
 - [swyxio/ai-notes](https://github.com/swyxio/ai-notes) - notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under 
 - [fireship-io/supaship.io](https://github.com/fireship-io/supaship.io) - 
 - [twitter/twemoji](https://github.com/twitter/twemoji) - Emoji for everyone. https://twemoji.twitter.com/
-- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) - This repo includes ChatGPT prompt curation to use ChatGPT better.
+- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) - This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
 - [dbohdan/classless-css](https://github.com/dbohdan/classless-css) - A list of classless CSS themes/frameworks with screenshots
 - [compat-table/compat-table](https://github.com/compat-table/compat-table) - ECMAScript compatibility tables
 - [samdutton/simpl](https://github.com/samdutton/simpl) - Simplest possible examples of HTML, CSS and Javascript:
@@ -2901,6 +2909,7 @@
 
 ## JavaScript 
 
+- [WebKit/WebKit](https://github.com/WebKit/WebKit) - Home of the WebKit project, the browser engine used by Safari, Mail, App Store and many other applications on macOS, iOS and Linux.
 - [varkor/quiver](https://github.com/varkor/quiver) - A modern commutative diagram editor for the web.
 - [oven-sh/WebKit](https://github.com/oven-sh/WebKit) - WebKit with patches
 - [andrewrk/groovebasin](https://github.com/andrewrk/groovebasin) - Music player server with a web-based user interface.
@@ -3624,6 +3633,7 @@
 - [pakastin/car](https://github.com/pakastin/car) - Multiplayer 2d car physics with JavaScript!
 - [victorqribeiro/isocity](https://github.com/victorqribeiro/isocity) - A isometric city builder in JavaScript
 - [this-fifo/stella](https://github.com/this-fifo/stella) - ( •ॢ◡-ॢ)-♡ ☆.。.:*・°☆.。.:*・°☆
+- [thedevs-network/kutt](https://github.com/thedevs-network/kutt) - Free Modern URL Shortener.
 - [dosyago/dn](https://github.com/dosyago/dn) - 💾 dn - offline full-text search and archiving for your Chromium-based browser.
 - [vercel/pkg](https://github.com/vercel/pkg) - Package your Node.js project into an executable
 - [vercel/release](https://github.com/vercel/release) - Generate changelogs with a single command
@@ -3668,7 +3678,7 @@
 - [Schachte/Mermrender](https://github.com/Schachte/Mermrender) - 🧜‍♀️ RESTful rendering pipeline for generating sequence and UML diagrams using Mermaid for Markdown docs (Diagrams as a Service)
 - [keraf/NoCoin](https://github.com/keraf/NoCoin) - No Coin is a tiny browser extension aiming to block coin miners such as Coinhive.
 - [grasslandnetwork/node_lite](https://github.com/grasslandnetwork/node_lite) - Grassland Node Lite. Optimized for use on low-end computers. Requires Grassland's 'Node Lite Object Detection'
-- [handsontable/handsontable](https://github.com/handsontable/handsontable) - JavaScript data grid with a spreadsheet look & feel. Works with React, Angular, and Vue. Supported by the Handsontable team ⚡
+- [handsontable/handsontable](https://github.com/handsontable/handsontable) - JavaScript Data Grid / Data Table with a Spreadsheet Look & Feel. Works with React, Angular, and Vue. Supported by the Handsontable team ⚡
 - [idoco/intergram](https://github.com/idoco/intergram) - Free live chat widget linked to your Telegram messenger
 - [spicetify/cli](https://github.com/spicetify/cli) - Command-line tool to customize Spotify client. Supports Windows, MacOS, and Linux.
 - [WebReflection/lighterhtml](https://github.com/WebReflection/lighterhtml) - The hyperHTML strength & experience without its complexity 🎉
@@ -3716,7 +3726,7 @@
 - [swagger-api/swagger-ui](https://github.com/swagger-api/swagger-ui) - Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
 - [grpc/grpc-web](https://github.com/grpc/grpc-web) - gRPC for Web Clients
 - [yoannmoinet/nipplejs](https://github.com/yoannmoinet/nipplejs) - :video_game: A virtual joystick for touch capable interfaces.
-- [Chalarangelo/30-seconds-of-code](https://github.com/Chalarangelo/30-seconds-of-code) - Short code snippets for all your development needs
+- [Chalarangelo/30-seconds-of-code](https://github.com/Chalarangelo/30-seconds-of-code) - Coding articles to level up your development skills
 - [ballercat/walt](https://github.com/ballercat/walt) - :zap: Walt is a JavaScript-like syntax for WebAssembly text format :zap:
 - [facebookarchive/draft-js](https://github.com/facebookarchive/draft-js) - A React framework for building text editors.
 - [Voog/wysihtml](https://github.com/Voog/wysihtml) - Open source rich text editor for the modern web
@@ -4083,6 +4093,8 @@
 
 ## Lua 
 
+- [Allaman/emoji.nvim](https://github.com/Allaman/emoji.nvim) - A plugin to search for and insert emojis/kaomojis right from Neovim 😀
+- [EvWilson/spelunk.nvim](https://github.com/EvWilson/spelunk.nvim) - Create and manage bookmarks as stacks in Neovim with a friendly UI.
 - [ejrichards/mise.nvim](https://github.com/ejrichards/mise.nvim) - 3rd party Neovim plugin that compliments https://mise.jdx.dev/
 - [alurm/lua-match](https://github.com/alurm/lua-match) - Minimalistic sum types and switches for Lua
 - [chrisgrieser/nvim-lsp-endhints](https://github.com/chrisgrieser/nvim-lsp-endhints) - Display LSP inlay hints at the end of the line, rather than within the line.
@@ -4525,7 +4537,6 @@
 - [ms-jpq/lua-async-await](https://github.com/ms-jpq/lua-async-await) - Async Await in 90 lines of code.
 - [numToStr/FTerm.nvim](https://github.com/numToStr/FTerm.nvim) - :fire: No-nonsense floating terminal plugin for neovim :fire:
 - [jubnzv/virtual-types.nvim](https://github.com/jubnzv/virtual-types.nvim) - Neovim plugin that shows type annotations as virtual text
-- [nicknisi/dotfiles](https://github.com/nicknisi/dotfiles) - vim, zsh, git, homebrew, neovim - my whole world
 - [yatli/gui-widgets.nvim](https://github.com/yatli/gui-widgets.nvim) - 
 - [samrxth/kyoto.nvim](https://github.com/samrxth/kyoto.nvim) - kyoto.nvim is a functional, beautiful, and highly customizable neovim configuration
 - [jakewvincent/mkdnflow.nvim](https://github.com/jakewvincent/mkdnflow.nvim) - Fluent navigation and management of markdown notebooks
@@ -4729,6 +4740,7 @@
 - [radix-ui/website](https://github.com/radix-ui/website) - Website and documentation for Radix.
 - [openui/open-ui](https://github.com/openui/open-ui) - Maintain an open standard for UI and promote its adherence and adoption.
 - [rescript-lang/rescript-lang.org](https://github.com/rescript-lang/rescript-lang.org) - Official documentation website for the ReScript programming language
+- [nikitavoloboev/docs](https://github.com/nikitavoloboev/docs) - 
 - [yangshun/front-end-interview-handbook](https://github.com/yangshun/front-end-interview-handbook) - ⚡️ Front End interview preparation materials for busy engineers
 - [yewstack/yew](https://github.com/yewstack/yew) - Rust / Wasm framework for creating reliable and efficient web applications
 
@@ -5085,6 +5097,8 @@
 
 ## Others 
 
+- [SagiPolaczek/NeuralSVG](https://github.com/SagiPolaczek/NeuralSVG) - Official implementation of NerualSVG
+- [rcalixte/awesome-wayland](https://github.com/rcalixte/awesome-wayland) - A curated list of Wayland resources
 - [kdl-org/kdl](https://github.com/kdl-org/kdl) - the kdl document language specifications
 - [jujumilk3/leaked-system-prompts](https://github.com/jujumilk3/leaked-system-prompts) - Collection of leaked system prompts
 - [vinogradovkonst/donations](https://github.com/vinogradovkonst/donations) - I believe that openly sharing donations, no matter how small, can have a greater impact than keeping them private. As it can inspire others to donate too. 
@@ -5531,6 +5545,9 @@
 
 ## Python 
 
+- [video-db/Director](https://github.com/video-db/Director) - AI video agents framework for next-gen video interactions and workflows.
+- [waydroid/waydroid](https://github.com/waydroid/waydroid) - Waydroid uses a container-based approach to boot a full Android system on a regular GNU/Linux system like Ubuntu.
+- [turbolytics/sql-flow](https://github.com/turbolytics/sql-flow) - DuckDB for streaming data
 - [stanfordnlp/dspy](https://github.com/stanfordnlp/dspy) - DSPy: The framework for programming—not prompting—language models
 - [deepseek-ai/DeepSeek-V3](https://github.com/deepseek-ai/DeepSeek-V3) - 
 - [inca/blender-differential-growth](https://github.com/inca/blender-differential-growth) - Blender Addon: Differential Growth
@@ -5607,6 +5624,7 @@
 - [dwzhu-pku/LongEmbed](https://github.com/dwzhu-pku/LongEmbed) - LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)
 - [theY4Kman/pytest-only](https://github.com/theY4Kman/pytest-only) - pytest plug-in to run single tests with the "only" mark (perfect for use with auto-rerunners!)
 - [syrupy-project/syrupy](https://github.com/syrupy-project/syrupy) - :pancakes: The sweeter pytest snapshot plugin
+- [lancedb/lancedb](https://github.com/lancedb/lancedb) - Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
 - [ipython/traitlets](https://github.com/ipython/traitlets) - A lightweight Traits like module
 - [wanghaisheng/blender-asyncio](https://github.com/wanghaisheng/blender-asyncio) - A simple example of using async def/await with blender operators
 - [black-forest-labs/flux](https://github.com/black-forest-labs/flux) - Official inference repo for FLUX.1 models
@@ -5628,7 +5646,7 @@
 - [KotlinIsland/basedmypy](https://github.com/KotlinIsland/basedmypy) - Based Python static type checker with baseline, sane default settings and based typing features
 - [mem0ai/mem0](https://github.com/mem0ai/mem0) - The Memory layer for your AI apps
 - [Doriandarko/claude-engineer](https://github.com/Doriandarko/claude-engineer) - Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.This framework enables Claude t
-- [lm-sys/RouteLLM](https://github.com/lm-sys/RouteLLM) - A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!
+- [lm-sys/RouteLLM](https://github.com/lm-sys/RouteLLM) - A framework for serving and evaluating LLM routers - save LLM costs without compromising quality
 - [cmake-lint/cmake-lint](https://github.com/cmake-lint/cmake-lint) - Fork of https://github.com/richq/cmake-lint to continue maintenance
 - [cheshirekow/cmake_format](https://github.com/cheshirekow/cmake_format) - Source code formatter for cmake listfiles.
 - [KwaiVGI/LivePortrait](https://github.com/KwaiVGI/LivePortrait) - Bring portraits to life!
@@ -5636,7 +5654,7 @@
 - [nasheydari/HypOp](https://github.com/nasheydari/HypOp) - Hypergraph Neural Network-Based Combinatorial Optimization
 - [karpathy/build-nanogpt](https://github.com/karpathy/build-nanogpt) - Video+code lecture on building nanoGPT from scratch
 - [cloudflare/python-workers-examples](https://github.com/cloudflare/python-workers-examples) - 
-- [unslothai/unsloth](https://github.com/unslothai/unsloth) - Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
+- [unslothai/unsloth](https://github.com/unslothai/unsloth) - Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
 - [taketwo/llm-ollama](https://github.com/taketwo/llm-ollama) - LLM plugin providing access to models running on an Ollama server
 - [SkyworkAI/Vitron](https://github.com/SkyworkAI/Vitron) - NeurIPS 2024 Paper: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
 - [piku/piku](https://github.com/piku/piku) - The tiniest PaaS you've ever seen. Piku allows you to do git push deployments to your own servers.
@@ -5776,7 +5794,7 @@
 - [OpenInterpreter/open-interpreter](https://github.com/OpenInterpreter/open-interpreter) - A natural language interface for computers
 - [Bklieger/ProxyGPT](https://github.com/Bklieger/ProxyGPT) - Lightweight OpenAI wrapper using FastAPI. Add rate limits to OpenAI usage, optionally log and store all API calls, and share regulated OpenAI API access without providing your secret key. Comes with a
 - [nathanalam/throttled_openai_cdk](https://github.com/nathanalam/throttled_openai_cdk) - CDK application for creating an openly accessible OpenAPI proxy API that is throttled at a set token limit per day.
-- [AbanteAI/mentat](https://github.com/AbanteAI/mentat) - Mentat - The AI Coding Assistant
+- [AbanteAI/archive-old-cli-mentat](https://github.com/AbanteAI/archive-old-cli-mentat) - 
 - [stassius/StableHoudini](https://github.com/stassius/StableHoudini) - Stable Diffusion Houdini Toolset
 - [eschluntz/compress](https://github.com/eschluntz/compress) - Text compression for generating keyboard expansions
 - [freckletonj/uniteai](https://github.com/freckletonj/uniteai) - Your AI Stack in Your Editor
@@ -5918,7 +5936,6 @@
 - [hwchase17/langchain-streamlit-template](https://github.com/hwchase17/langchain-streamlit-template) - 
 - [LAION-AI/Open-Assistant](https://github.com/LAION-AI/Open-Assistant) - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
 - [mmz-001/knowledge_gpt](https://github.com/mmz-001/knowledge_gpt) - Accurate answers and instant citations for your documents.
-- [arc53/DocsGPT](https://github.com/arc53/DocsGPT) - Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow
 - [alexandre01/UltimateLabeling](https://github.com/alexandre01/UltimateLabeling) - A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
 - [RTIInternational/SMART](https://github.com/RTIInternational/SMART) - Smarter Manual Annotation for Resource-constrained collection of Training data
 - [jiesutd/YEDDA](https://github.com/jiesutd/YEDDA) - YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
@@ -6733,6 +6750,16 @@
 
 ## Rust 
 
+- [rust-lang/book](https://github.com/rust-lang/book) - The Rust Programming Language
+- [nvzqz/divan](https://github.com/nvzqz/divan) - Fast and simple benchmarking for Rust projects
+- [GuillaumeGomez/trybuild2](https://github.com/GuillaumeGomez/trybuild2) - Test harness for ui tests of compiler diagnostics
+- [dtolnay/trybuild](https://github.com/dtolnay/trybuild) - Test harness for ui tests of compiler diagnostics
+- [cr3eperall/dynisland](https://github.com/cr3eperall/dynisland) - A dynamic and extensible GTK4 layer-shell, written in Rust.
+- [oddlama/whisper-overlay](https://github.com/oddlama/whisper-overlay) - A wayland overlay providing speech-to-text functionality for any application via a global push-to-talk hotkey
+- [MaxVerevkin/wlr-which-key](https://github.com/MaxVerevkin/wlr-which-key) - Keymap manager for wlroots-based compositors
+- [ErikReider/SwayOSD](https://github.com/ErikReider/SwayOSD) - A GTK based on screen display for keyboard shortcuts like caps-lock and volume
+- [rerun-io/egui_tiles](https://github.com/rerun-io/egui_tiles) - A tiling layout engine for egui with drag-and-drop and resizing
+- [mitsuhiko/insta](https://github.com/mitsuhiko/insta) - A snapshot testing library for rust
 - [mfontanini/presenterm](https://github.com/mfontanini/presenterm) - A markdown terminal slideshow tool
 - [loco-rs/loco](https://github.com/loco-rs/loco) - 🚂 🦀 The one-person framework for Rust for side-projects and startups
 - [fortress-build/whirlwind](https://github.com/fortress-build/whirlwind) - 🌀 Ridiculously fast, fully asynchronous, sharded hashmap for Rust.
@@ -6767,6 +6794,7 @@
 - [Saghen/frizbee](https://github.com/Saghen/frizbee) - SIMD smith waterman for absurdly fast fuzzy matching, similar algorithm to FZF/FZY
 - [astrenoxcoop/supercell](https://github.com/astrenoxcoop/supercell) - A lightweight and configurable atproto feed generator.
 - [BoundaryML/baml](https://github.com/BoundaryML/baml) - BAML is a language that helps you get structured data from LLMs, with the best DX possible. Works with all languages. Check out the promptfiddle.com playground
+- [google/crubit](https://github.com/google/crubit) - 
 - [huggingface/llm-ls](https://github.com/huggingface/llm-ls) - LSP server leveraging LLMs for code completion (and more?)
 - [superfly/corrosion](https://github.com/superfly/corrosion) - Gossip-based service discovery (and more) for large distributed systems.
 - [lakehq/sail](https://github.com/lakehq/sail) - LakeSail's computation framework with a mission to unify stream processing, batch processing, and compute-intensive (AI) workloads.
@@ -6779,8 +6807,8 @@
 - [PyO3/pyo3](https://github.com/PyO3/pyo3) - Rust bindings for the Python interpreter
 - [pythops/bluetui](https://github.com/pythops/bluetui) - 🛜 TUI for managing bluetooth on Linux.
 - [levkk/rwf](https://github.com/levkk/rwf) - Comprehensive framework for building web applications in Rust.
-- [sigoden/aichat](https://github.com/sigoden/aichat) - All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI tools & agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.
-- [katanemo/archgw](https://github.com/katanemo/archgw) - Arch is an intelligent gateway for agents. Engineered with (fast) LLMs for the secure handling, rich observability, and seamless integration of prompts with your APIs - outside business logic. Built b
+- [sigoden/aichat](https://github.com/sigoden/aichat) - All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.
+- [katanemo/archgw](https://github.com/katanemo/archgw) - Arch is an intelligent gateway for agents. Engineered with (fast) LLMs for the secure handling, rich observability, and seamless integration of user prompts with your APIs - outside business logic. Bu
 - [PyO3/maturin](https://github.com/PyO3/maturin) - Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
 - [nobuyuki83/floor_plan](https://github.com/nobuyuki83/floor_plan) - 
 - [RustPython/RustPython](https://github.com/RustPython/RustPython) - A Python Interpreter written in Rust
@@ -6792,7 +6820,6 @@
 - [devflowinc/trieve](https://github.com/devflowinc/trieve) - All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API
 - [hyperium/tonic](https://github.com/hyperium/tonic) - A native gRPC client & server implementation with async/await support.
 - [HKalbasi/zngur](https://github.com/HKalbasi/zngur) - A C++/Rust interop tool
-- [lancedb/lancedb](https://github.com/lancedb/lancedb) - Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
 - [DioxusLabs/blitz](https://github.com/DioxusLabs/blitz) - A radically modular HTML/CSS rendering engine
 - [versotile-org/verso](https://github.com/versotile-org/verso) - A web browser that plays old world blues to build new world hope
 - [lusingander/serie](https://github.com/lusingander/serie) - A rich git commit graph in your terminal, like magic 📚
@@ -7770,7 +7797,7 @@
 - [agherzan/yubikey-full-disk-encryption](https://github.com/agherzan/yubikey-full-disk-encryption) - Use YubiKey to unlock a LUKS partition
 - [jez/dotfiles](https://github.com/jez/dotfiles) - My personal collection of configuration files.
 - [xero/dotfiles](https://github.com/xero/dotfiles) - rice 🍚 custom linux config files. as seen on r/unixporn #noricenolife neovim cultist. dotfiles are perpetual wip
-- [spaceship-prompt/spaceship-prompt](https://github.com/spaceship-prompt/spaceship-prompt) - :rocket::star: Minimalistic, powerful and extremely customizable Zsh prompt
+- [spaceship-prompt/spaceship-prompt](https://github.com/spaceship-prompt/spaceship-prompt) - 🚀✨ Minimalistic, powerful and extremely customizable Zsh prompt
 - [subnixr/minimal](https://github.com/subnixr/minimal) - A minimal zsh theme
 - [felixonmars/aur3-mirror](https://github.com/felixonmars/aur3-mirror) - Git archive of the Arch User Repository 3. (Cloned from pkgbuild.com/git/aur-mirror.git)
 - [hak5/packetsquirrel-payloads](https://github.com/hak5/packetsquirrel-payloads) - The Official Packet Squirrel Payload Repository
@@ -7836,6 +7863,7 @@
 
 ## Swift 
 
+- [apple/security-pcc](https://github.com/apple/security-pcc) - Private Cloud Compute (PCC)
 - [seemoo-lab/openhaystack](https://github.com/seemoo-lab/openhaystack) - Build your own 'AirTags' 🏷 today! Framework for tracking personal Bluetooth devices via Apple's massive Find My network.
 - [jordanbaird/Ice](https://github.com/jordanbaird/Ice) - Powerful menu bar manager for macOS
 - [rxhanson/Rectangle](https://github.com/rxhanson/Rectangle) - Move and resize windows on macOS with keyboard shortcuts and snap areas
@@ -7887,9 +7915,12 @@
 
 ## TypeScript 
 
+- [browserbase/stagehand](https://github.com/browserbase/stagehand) - An AI web browsing framework focused on simplicity and extensibility.
+- [StrandedKitty/streets-gl](https://github.com/StrandedKitty/streets-gl) - 🗺 OpenStreetMap 3D renderer powered by WebGL2
+- [vuejs/vitepress](https://github.com/vuejs/vitepress) - Vite & Vue powered static site generator.
 - [ghostty-org/website](https://github.com/ghostty-org/website) - Ghostty website. For the source to the Ghostty project, please see https://github.com/ghostty-org/ghostty
 - [ahmedkhaleel2004/gitdiagram](https://github.com/ahmedkhaleel2004/gitdiagram) - Replace 'hub' with 'diagram' in any GitHub url to instantly visualize the codebase as an interactive diagram
-- [nDimensional/aurora](https://github.com/nDimensional/aurora) - 
+- [nDimensional/aurora](https://github.com/nDimensional/aurora) - Map of every account on BlueSky
 - [tmoroney/auto-subs](https://github.com/tmoroney/auto-subs) - Generate Subtitles & Diarize Speakers in Davinci Resolve using AI.
 - [konfig-dev/konfig](https://github.com/konfig-dev/konfig) - SDK & API Docs Generator. Sunset as of December 2024
 - [tyrasd/overpass-turbo](https://github.com/tyrasd/overpass-turbo) - A web based data mining tool for OpenStreetMap using the Overpass API.
@@ -7914,7 +7945,7 @@
 - [payloadcms/payload](https://github.com/payloadcms/payload) - Payload is the open-source, fullstack Next.js framework, giving you instant backend superpowers. Get a full TypeScript backend and admin panel instantly. Use Payload as a headless CMS or for building 
 - [opennextjs/opennextjs-aws](https://github.com/opennextjs/opennextjs-aws) - Open-source Next.js adapter for AWS
 - [likeandscribe/frontpage](https://github.com/likeandscribe/frontpage) - Federated link aggregator
-- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - build ai agents that have the full context, open source, runs locally, developer friendly. 24/7 screen, mic, keyboard recording and control
+- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - library & platform to build, distribute, monetize ai apps that have the full context (like rewind, granola, etc.), open source, 100% local, developer friendly. 24/7 screen, mic, keyboard recording and
 - [chartdb/chartdb](https://github.com/chartdb/chartdb) - Database diagrams editor that allows you to visualize and design your DB with a single query.
 - [aendra-rininsland/the-newsfeed](https://github.com/aendra-rininsland/the-newsfeed) - Experimental implementation of Bluesky 📰 News feed
 - [theosanderson/firehose](https://github.com/theosanderson/firehose) - The Bluesky firehose as a windows 95 screensaver
@@ -8040,13 +8071,13 @@
 - [beenotung/best-effort-json-parser](https://github.com/beenotung/best-effort-json-parser) - Parse incomplete json text in best-effort manner
 - [th-ch/youtube-music](https://github.com/th-ch/youtube-music) - YouTube Music Desktop App bundled with custom plugins (and built-in ad blocker / downloader)
 - [mobily/ts-belt](https://github.com/mobily/ts-belt) - 🔧 Fast, modern, and practical utility library for FP in TypeScript.
-- [janhq/jan](https://github.com/janhq/jan) - Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)
+- [janhq/jan](https://github.com/janhq/jan) - Jan is an open source alternative to ChatGPT that runs 100% offline on your computer
 - [changesets/action](https://github.com/changesets/action) - 
 - [try-reason/reason](https://github.com/try-reason/reason) - RΞASON is a minimalistic Typescript framework for building great LLM apps
 - [differentialhq/differential](https://github.com/differentialhq/differential) - Typescript-first background services platform with durable functions.
 - [Ivordir/YALPS](https://github.com/Ivordir/YALPS) - Yet Another Linear Programming Solver. (A rewrite of javascript-lp-solver.) Aims to be decently fast.
 - [shellscape/jsx-email](https://github.com/shellscape/jsx-email) - Build emails with a delightful DX
-- [penx-labs/penx](https://github.com/penx-labs/penx) - Next generation blogging tools
+- [penx-labs/penx](https://github.com/penx-labs/penx) - Next generation dynamic blogging tools, 100% run on Cloudflare.
 - [Effect-TS/effect](https://github.com/Effect-TS/effect) - An ecosystem of tools to build robust applications in TypeScript
 - [evanhu1/talk2arxiv](https://github.com/evanhu1/talk2arxiv) - Talk to any ArXiv paper using ChatGPT
 - [tr1ckydev/webview-bun](https://github.com/tr1ckydev/webview-bun) - Bun bindings for webview, a tiny library for creating web-based desktop GUIs.
@@ -8258,6 +8289,7 @@
 - [aramalipoor/aws-cost-saver](https://github.com/aramalipoor/aws-cost-saver) - A tiny CLI tool to help save costs in development environments when you're asleep and don't need them!
 - [Ellpeck/ObsidianCustomFrames](https://github.com/Ellpeck/ObsidianCustomFrames) - An Obsidian plugin that turns web apps into panes using iframes with custom styling. Also comes with presets for Google Keep, Todoist and more.
 - [meodai/poline](https://github.com/meodai/poline) - Esoteric Palette Generator Mico-Lib Interpolating HSL Color in cartesian space
+- [arc53/DocsGPT](https://github.com/arc53/DocsGPT) - Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow
 - [apitable/apitable](https://github.com/apitable/apitable) - 🚀🎉📚 APITable, an API-oriented low-code platform for building collaborative apps and better than all other Airtable open-source alternatives.
 - [annotorious/annotorious](https://github.com/annotorious/annotorious) - Add image annotation functionality to any web page with a few lines of JavaScript.
 - [croquiscom/rinore](https://github.com/croquiscom/rinore) - Rich Node.js REPL
@@ -8532,7 +8564,7 @@
 - [goreleaser/goreleaser-action](https://github.com/goreleaser/goreleaser-action) - GitHub Action for GoReleaser
 - [netspeak/netspeak-client-web](https://github.com/netspeak/netspeak-client-web) - The web interface of Netspeak
 - [kiwicom/orbit](https://github.com/kiwicom/orbit) - React components of open-source Orbit design system by Kiwi.com
-- [mjswensen/themer](https://github.com/mjswensen/themer) - 🎨 themer takes a set of colors and generates themes for your apps (editors, terminals, wallpapers, and more).
+- [mjswensen/themer](https://github.com/mjswensen/themer) - 🎨 themer takes a set of colors and outputs themes for your apps (editors, terminals, wallpapers, and more).
 - [slab/quill](https://github.com/slab/quill) - Quill is a modern WYSIWYG editor built for compatibility and extensibility
 - [tvillarete/ipod-classic-js](https://github.com/tvillarete/ipod-classic-js) - An iPod Classic simulator that connects to Apple Music and Spotify. Built with React & Styled Components
 - [grapp-dev/stacks](https://github.com/grapp-dev/stacks) - A set of components for building layouts in React Native. Powered by React Native Unistyles.
@@ -8668,7 +8700,6 @@
 - [pathephone/pathephone-web](https://github.com/pathephone/pathephone-web) - Distributed audio player for web
 - [intuit/design-systems-cli](https://github.com/intuit/design-systems-cli) - A CLI toolbox for creating design systems.
 - [lastmjs/zwitterion](https://github.com/lastmjs/zwitterion) - A web dev server that lets you import anything*
-- [thedevs-network/kutt](https://github.com/thedevs-network/kutt) - Free Modern URL Shortener.
 - [vercel/micro](https://github.com/vercel/micro) - Asynchronous HTTP microservices
 - [vercel/vercel](https://github.com/vercel/vercel) - Develop. Preview. Ship.
 - [glacambre/firenvim](https://github.com/glacambre/firenvim) - Embed Neovim in Chrome, Firefox & others.
@@ -9166,6 +9197,7 @@
 
 ## Zig 
 
+- [FOLLGAD/zig-ai](https://github.com/FOLLGAD/zig-ai) - OpenAI SDK with streaming support
 - [capy-ui/capy](https://github.com/capy-ui/capy) - 💻Build one codebase and get native UI on Windows, Linux and Web
 - [dpwm/zig-capnp](https://github.com/dpwm/zig-capnp) - Yet another capnproto code generator for zig
 - [Sobeston/ultralight-zig](https://github.com/Sobeston/ultralight-zig) -