GitHub Trends

#cuda

FlashKDA is a fast CUDA kernel library for Kimi Delta Attention, built with CUTLASS and made for SM90+ GPUs with CUDA 12.9+ and PyTorch 2.4+. It can plug into flash-linear-attention as a backend, and on H20 it reports about 1.72× to 2.22× faster prefill than the existing baseline. This can help you run attention faster, with less deployment work, especially if you use supported hardware and the fixed K = V = 128 setup.

https://github.com/MoonshotAI/FlashKDA

#objective_c

This is a research demo that shows Apple Neural Engine can train small transformer models, not just run inference. It may help you learn from its benchmarks, reuse the MIT-licensed code, or adapt the ideas for your own AI hardware work, but it is not a production tool and still has major limits like low efficiency and CPU fallback.

https://github.com/maderix/ANE

#typescript

OpenWork is a free, open-source app for sharing AI workflows across macOS, Windows, and Linux. You can use the same skills, plugins, and connected services in different AI agents, so work you set up once is easy to reuse and share. The main benefit is saving time and keeping tools consistent for you, your team, and your devices, while the admin tools help larger groups manage access and shared connections.

https://github.com/different-ai/openwork

#html #a_share #algorithmic_trading #backtesting #china_stock_market #kline #local_first #market_data #mcp #quant_research #quantitative_finance #stock_data #stock_market #technical_analysis #time_series_database

This is a local stock data engine that stores A-share, ETF, and tick data on your own computer, then cleans, adjusts, and organizes it for fast research and backtesting. It helps you work offline, avoid remote API limits, and quickly query data, calculate indicators, and use Python, HTTP, Excel/WPS, web pages, or AI tools from one local setup.

https://github.com/hello245m/free-stockdb

#python

book-to-skill turns a technical book, document folder, or other source files into a reusable agent skill that your coding assistant can load only when needed. The benefit is faster, more accurate help with far fewer tokens, so you can ask questions from the real content instead of rereading PDFs or risking weak answers.

https://github.com/virgiliojr94/book-to-skill

#python #agent_framework #ai_agents #ai_safety #compliance #governance #microsoft #owasp #policy_engine #python #security #trust #zero_trust

Agent Governance Toolkit helps you control AI agents with policy checks, identity, sandboxing, and audit logs so unsafe actions are blocked before they happen. It lets you govern tools in a few lines of code, works with many languages and agent frameworks, and gives you compliance and security checks, which helps you launch agents more safely and prove what they did.

https://github.com/microsoft/agent-governance-toolkit

#python #ai #assistant #language_model #machine_learning #python #speech #speech_synthesis #speech_to_text #speech_translation

I can help you build a fast, modular voice agent that turns speech into text, sends it to a language model, then speaks the answer back. It works with open-source or hosted models, can run fully local on your own hardware, and supports live transcription and low-latency conversation, so you get a flexible voice app that you can customize for speed, privacy, and different devices.

https://github.com/huggingface/speech-to-speech

#php #coding_conventions #php_codesniffer #phpcs #ruleset #wordpress_development #wordpress_standards

WordPress Coding Standards for PHP_CodeSniffer is a tool that checks WordPress PHP code for quality, style, and security issues. It works with Composer, needs PHP 7.2 or higher, and can scan code from the command line, your IDE, or automated tests. You can use it to find problems early, follow WordPress rules more easily, and keep your code cleaner and safer.

https://github.com/WordPress/WordPress-Coding-Standards

#typescript #data_science #duckdb #geospatial #maplibre #maplibre_gl_js #tauri_app

GeoLibre is a free, open-source GIS app for viewing, exploring, and analyzing map data, and it works in your browser, on desktop, on mobile, and in Jupyter notebooks while keeping your data local and private. It gives you an easy way to make maps, use 3D views, and work with different places, so you can handle geospatial data without installing heavy software or moving your files online.

https://github.com/opengeos/GeoLibre

#typescript

AG Kit is an open-source toolkit for building and managing agent workflows in Google Antigravity. It gives you rules, skills, specialist agents, memory, workflow commands, and a built-in safety check, so you can work faster, stay organized, and reduce risky command mistakes. It is released under the MIT License, which means you can use, change, and share it with very few limits, as long as you keep the license and copyright notice.

https://github.com/vudovn/ag-kit

#java #cassandra #database #java

Apache Cassandra is a fast, scalable database that stores data in rows and tables and can spread it across many machines automatically. It uses CQL, which is similar to SQL, so you can create a keyspace, make a table, insert data, and read it back with simple commands; this helps you start quickly, test a working cluster, and build apps that can grow without changing how you use the database.

https://github.com/apache/cassandra

#kotlin

Bitchat for Android is a free, open-source chat app that sends encrypted messages over Bluetooth mesh, so it works without internet, servers, phone numbers, or accounts. It can also connect with the iPhone version, and its channel chats and store-and-forward feature help messages reach nearby and even farther devices. This helps you stay in touch during outages or in places with weak signal, but it is still a work in progress and has not had an outside security review.

https://github.com/permissionlesstech/bitchat-android

#java

Apicurio Registry is an open source service that stores and manages API designs and schema files, like OpenAPI, AsyncAPI, Avro, JSON Schema, and Protobuf. It lets apps share, update, and fetch schema versions at runtime through a REST API, which helps keep producers and consumers in sync and reduces the need for redeploys. You can run it with different storage options such as in-memory, SQL, or KafkaSQL, and use it in Docker or Kubernetes. For you, this means safer schema changes, easier version control, and faster development.

https://github.com/Apicurio/apicurio-registry

#swift

Bitchat is a private chat app that works over Bluetooth for nearby, offline messaging and over Nostr for internet chat, so you can keep talking without accounts, phone numbers, or central servers. It helps you stay connected in normal use and in poor signal, outage, or disaster situations, with end-to-end encryption and a simple iOS and macOS app.

https://github.com/permissionlesstech/bitchat

#typescript #cms #css #css_framework #page_builder #static #website

Instatic is a self-hosted CMS that keeps design, content, media, forms, plugins, and publishing in one Bun server, so you control your site and can deploy it yourself. It creates clean, fast pages with simple HTML and CSS, and that helps your site load quickly, stay easy to maintain, and be easier to move or host anywhere.

https://github.com/CoreBunch/Instatic

#go #agent #agent_skills #code_review #code_review_assistant #harness #repository_level_context

OpenCodeReview is a free AI code review tool that checks your code changes, finds bugs and security issues, and gives clear line-by-line comments. It works with Git diffs, full files, and branches, and you can connect it to your own AI model or use it in CI/CD tools. This helps you review code faster, catch more real problems, and spend less time on false alarms.

https://github.com/alibaba/open-code-review

#javascript #agent_skills #ai_agent #browser #skills #skills_sh

ego lite is a free macOS browser for you and AI agents to work at the same time in separate spaces, so your tabs and logins stay yours while the agent handles browser tasks in the background. It can use your Chrome data, stores data locally, and aims to finish complex tasks faster with fewer tool calls, which saves you time and reduces setup friction.

https://github.com/citrolabs/ego-lite

#rust

This is a multiplayer fantasy game where people and AI agents play by the same rules in the same world, using the same interface. Its benefit is simple: you can jump into a real-time 3D world with housing, combat, maps, and chat, while the shared server rules help keep play fair and consistent for everyone.

https://github.com/Julian-adv/OpenMMO

#rust

Buzz is a self-hosted workspace where people and AI agents work in the same place, using one shared event log, one identity model, and full audit trails. It helps you ask questions with proof, let agents triage bugs safely, turn branches into rooms, and keep chat, code, workflows, and approvals together. For you, this means less tool switching, better context, and easier tracking of what happened and why.

https://github.com/block/buzz

#rust #chrome_extension #developer_tools #english_language #grammar_checker #nodejs #react #rust #svelte #webassembly

Harper is a private, fast English grammar checker that is meant to feel “just right.” It checks text in milliseconds, uses far less memory than heavy tools, and can even run in a browser with WebAssembly. The benefit to you is quicker editing, lower computer load, and better privacy, since your writing is not sent to outside servers.

https://github.com/Automattic/harper