GitHub Trends

#python #academic_papers #conference_presentations #security_reviews

Trail of Bits offers free security resources like academic papers on bug-finding tools, white papers on AI risks and blockchain, guides for secure smart contracts and testing, and public audit reports for clients like Uniswap, Scroll, and Offchain Labs. They cover automated bug detection, cryptography, mobile security, and AI/ML threats, with recent 2024-2026 reviews of Solana, Ethereum, and more. You benefit by accessing expert insights to strengthen your code, spot vulnerabilities early, and build safer software without cost.

https://github.com/trailofbits/publications

#typescript #ai #assistant #clawd #crustacean #moltbot #molty #own_your_data #personal

Moltbot is your personal AI assistant that runs on your devices like Mac, Linux, or Windows. It chats on WhatsApp, Telegram, Slack, Discord, and more, with voice on phones and live visuals. Install easily with `npm install -g moltbot@latest` then `moltbot onboard`. Use top models like Claude Opus for smart replies. It remembers talks, runs tasks, sends reminders, and builds skills itself. You gain a fast, private helper that acts first—handling emails, calendars, and chores proactively to save time and boost productivity every day.

https://github.com/moltbot/moltbot

#typescript

MCP Apps is a stable standard (version 2026-01-26) that lets MCP servers show interactive UIs like charts, forms, maps, 3D scenes, and dashboards right in AI chats such as Claude or ChatGPT. Install the `@modelcontextprotocol/ext-apps` SDK via npm, use SDKs for app or host building, and run 20+ examples (e.g., budget tools, PDF viewers, real-time monitors) locally or in clients. This helps you create engaging, bidirectional AI tools that boost productivity by embedding rich visuals and controls directly in conversations.

https://github.com/modelcontextprotocol/ext-apps

#python

Kimi Code CLI is a terminal AI agent that reads/edits code, runs shell commands, searches web pages, and plans tasks autonomously. Switch to shell mode with Ctrl-X, integrate with IDEs like Zed/JetBrains via ACP, enhance Zsh, or add MCP tools. Install easily and log in with /login for Kimi Code benefits like fast 100 tokens/s speeds and high quotas. This saves you time on coding/development by automating complex workflows intelligently and securely.

https://github.com/MoonshotAI/kimi-cli

#python #agentic_ai #agents #ai #ai_agents #realtime #stt #tts #video_agents #video_ai #vision_ai #voice_ai

Vision Agents is an open-source Python framework by Stream to build real-time AI agents that watch video, listen to audio, and respond instantly with low latency under 30ms. It integrates YOLO, Roboflow, OpenAI, Gemini, and 25+ tools for apps like golf coaching, security cameras detecting theft, or phone assistants. Install easily with `uv add vision-agents`, use free Stream credits, and deploy on any video network. You benefit by quickly creating smart video AI for gaming, safety, or coaching without vendor lock-in, saving time and costs on custom builds.

https://github.com/GetStream/Vision-Agents

#cplusplus #ps2 #recompile #reverse_engineering #static_recompilation #tool

PS2Recomp is an experimental tool that converts PlayStation 2 game files into C++ code for native running on PCs or other devices, skipping slow emulation. It translates MIPS instructions, supports special PS2 features, and uses simple config files for setup—you build it with CMake, run it on your ELF file, then compile the output with a basic runtime. Though not fully ready (limited VU1/graphics support), it benefits you by enabling faster performance, mods, higher frame rates, and enhancements like widescreen on modern hardware.

https://github.com/ran-j/PS2Recomp

#smali #ahmyth #ahmyth_android_rat #ahmyth_rat #android_rat #apk_builder #apk_merger #educational #payload_builder #payload_merger #trojan_builder #trojan_merger

I can't provide a summary of this content as requested. The text describes AhMyth, which is a remote access trojan (RAT) — malware designed to gain unauthorized control of Android devices. This tool is used to steal sensitive information like banking credentials, passwords, photos, and audio recordings, and to conduct surveillance through camera and microphone access.

I cannot summarize malware documentation in a way that presents it neutrally or highlights "benefits to the user," as doing so would risk facilitating cybercrime. If you're interested in cybersecurity education, I'd be happy to discuss how to protect against such threats, or explain malware from a defensive security perspective.

https://github.com/Morsmalleo/AhMyth

#php #billing #codeigniter #crm #invoiceplane #invoices #invoicing #open_source #php

InvoicePlane is a free, open-source app you host yourself to easily create and manage professional invoices, quotes, clients, payments, and reports. Key features include customizable templates, payment gateway integration like PayPal and Stripe, multi-currency support, and expense tracking, with simple setup by downloading, uploading files, configuring, and running the installer. It benefits you by saving money on pricey software, giving full data control for privacy, streamlining billing to get paid faster, and offering community help for freelancers and small businesses.

https://github.com/InvoicePlane/InvoicePlane

#typescript

Pi Monorepo offers tools like pi-ai for unified LLM APIs (OpenAI, Anthropic, etc.), pi-agent-core for agent runtime with tools, pi-coding-agent CLI for interactive coding, plus Slack bots, terminal/web UIs, and vLLM deployment CLI. This single repo simplifies sharing code/dependencies, unified builds/tests (npm install, build, check), and atomic changes across AI projects. You benefit by saving time on setups, reusing components easily, speeding collaboration, and streamlining CI/CD for faster, consistent AI agent development.

https://github.com/badlogic/pi-mono

#go #config #config_loader #configuration #configuration_file #configuration_management #etcd_client #go #golang #golang_package #s3_bucket #toml #viper #yaml

koanf is a lightweight Go library to load config from files (JSON, YAML, TOML), env vars, flags, S3, Vault and more, merging them easily with dot-path keys like "app.server.port". Install core with `go get github.com/knadh/koanf/v2`, add providers/parsers as needed. It's a cleaner Viper alternative with fewer dependencies and better extensibility. This saves you time by simplifying config in apps, letting you override values flexibly without bloat or forced orders.

https://github.com/knadh/koanf

#rust #protobuf #rust

Prost is a Rust tool that turns Protocol Buffers (.proto) files into simple, readable Rust code for proto2/proto3. It keeps comments, uses Rust derives for clean types, handles packages as modules, preserves unknown enums, and serializes existing types easily—add to Cargo.toml and use prost-build in build.rs. You benefit by getting fast, safe, idiomatic Rust for efficient data serialization in gRPC/microservices, saving time on boilerplate while ensuring memory safety and performance.

https://github.com/tokio-rs/prost

#python #agents #ai #ai_engineer #ai_engineering #copilot #data_science #data_scientist #generative_ai #gpt #machine_learning #ml_engineer #ml_engineering #openai

AI Data Science Team is a free Python library with AI agents that speed up your data work 10X by handling loading, cleaning, visualization, EDA, feature engineering, modeling, and SQL tasks. Its flagship AI Pipeline Studio app creates visual, reproducible pipelines you can run with Streamlit after easy install (Python 3.10+, OpenAI or Ollama). This saves you hours on repetitive jobs, boosts accuracy, and lets you focus on insights and business results.

https://github.com/business-science/ai-data-science-team

#typescript

Conduit is a free app that turns your Android, iOS, or Mac device into a secure proxy station in Psiphon's P2P network, routing encrypted traffic to help censored users access blocked sites, news, and free internet without you seeing their data. It runs quietly in the background with split tunneling, so your own browsing stays fast, and you can limit connections or speed to avoid slowdowns. The benefit is you easily fight censorship, support hundreds of people worldwide, and promote global internet freedom while using your device normally.

https://github.com/Psiphon-Inc/conduit

#python #amd #anime #compression_artifact_reduction #deep_learning #directx_12 #gui_application #intel #manga #noise_reduction #nvidia #onnx #onnxruntime #opencv #python #python3 #pytorch #super_resolution #video #video_processing #windows

QualityScaler is a free Windows AI app that upscales, enhances, and denoises your images and videos with a simple drag-and-drop GUI. It supports formats like JPG, PNG, MP4, MKV; works offline on any DirectX12 GPU (4GB+ VRAM, 8GB RAM); and offers features like multi-GPU use, resize, interpolation, and stop/resume. Download from itch.io, Steam, or GitHub. Benefit: Quickly turn low-quality photos/videos into sharp HD masterpieces privately on your PC, saving time and money vs. online tools.

https://github.com/Djdefrag/QualityScaler

#shell #archlinux #baby_sched #cachy #cachy_scheduler #cachyos #cacule_sched #kernel #linux_kernel #performance #performance_tuning

CachyOS offers enhanced Linux kernels with schedulers like BORE for gaming, EEVDF for general use, and BMQ, plus variants for security, servers, real-time, and Steam Deck. They include advanced optimizations like LTO, profile-guided compilation, AMD P-State boosts, ZFS/NVIDIA support, and CPU-specific builds (x86-64-v3/v4, Zen4). Easy repo install auto-detects your CPU for top performance. This boosts your system's speed, responsiveness, and efficiency on modern hardware, making gaming, daily tasks, and heavy workloads smoother and faster.

https://github.com/CachyOS/linux-cachyos

#jupyter_notebook #aiagent #chatgpt #finance #fingpt #large_language_models #multimodal_deep_learning #prompt_engineering #robo_advisor

FinRobot is a free open-source platform using AI agents and large language models for easy financial analysis. It automates stock predictions, equity reports from 10-K filings, risk checks, valuations like P/E ratios, and trading strategies with real-time data from news and markets. Install via Python, add API keys, and run demos for instant insights. This saves you hours on complex research, delivers pro-level reports and forecasts accurately, and helps make smarter investment decisions without expert skills.

https://github.com/AI4Finance-Foundation/FinRobot

#python #deepseek #demo #easy #embedding #flask #gpt #huggingface_transformers #llm #mcp #multimodal #openai #qwen #rag #sentence_transformers #ui #vllm #vlm

UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.

https://github.com/OpenBMB/UltraRAG

#jupyter_notebook #chinese_llm #chinese_nlp #finetune #generative_ai #instruct_gpt #instruction_set #llama #llm #lora #open_models #open_source #open_source_models #qlora

AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy.

https://github.com/lyogavin/airllm

#cplusplus #3d_engine #arm64 #cmake #cplusplus #cpp17 #d3d11 #directx #directx11 #engine #game #game_engine #gamedev #mod #opengl #opensource #sdl #sdl2 #stalker #x64 #xray_engine

OpenXRay is a free, improved version of the X-Ray Engine for S.T.A.L.K.E.R. games like Call of Pripyat and Clear Sky. It adds 64-bit support, higher FPS, bug fixes, modding tools, and runs on Linux, macOS, and more. This benefits you with smoother, more stable gameplay, better performance on modern or non-Windows PCs, and easy access to new mods without changing the classic feel.

https://github.com/OpenXRay/xray-16

#typescript #downloader #facebook #tiktok #twitter #youtube

VidBee is a modern video downloader that works with over 1000 websites worldwide, including YouTube, TikTok, Instagram, and Twitter. It features a clean, easy-to-use interface with one-click download controls and real-time progress tracking. The standout benefit is RSS auto-download automation—you subscribe to your favorite creators' feeds once, and VidBee automatically downloads new videos in the background without manual effort. This saves you time managing multiple downloads while keeping your personal media library always up-to-date with fresh content from channels you love.

https://github.com/nexmoe/VidBee