GitHub Trends

#java#cdc#chunjun#dataops#datax#etl#flink#flink_streaming#java TIS is an easy enterprise data integration tool using batch (DataX) and streaming (Flink-CDC, Chunjun) with a simple interface to sync data end-to-end without complex scripts. Its v5.0.0 adds Pipeline AI Agent, letting you describe needs in natural language for auto-pipeline creation, smart plugin installs, and low-cost AI like DeepSeek. Install quickly via single-node, Docker, or K8S. This saves you time, cuts errors, simplifies ETL tasks, and boosts fun, efficient data pipelines for real-time analytics. https://github.com/datavane/tis

#python This GitHub repo runs a 6-month experiment where ChatGPT manages a real $100 micro-cap stock portfolio daily, using trading data, strict 10% stop-losses, and weekly research to pick trades—outperforming the S&P 500 by 25% (+29% vs. +4%) in the first two months. It offers Python scripts, prompts, CSVs, performance charts, and a starter guide to run your own. You benefit by testing AI stock picking transparently with low risk, learning from logs to boost your trading skills or generate real returns. https://github.com/LuckyOne7777/ChatGPT-Micro-Cap-Experiment

#other#ai#ide#kiro#spec Kiro is an AI-powered IDE for macOS, Windows, and Linux that turns prototypes into production code using specs for detailed plans, agent hooks for automating tests and docs, and chat for natural coding. It imports VS Code setups, connects tools securely, and offers free Claude models now. Download from kiro.dev to build faster, stay organized on big projects, cut errors, save time on boring tasks, and collaborate smoothly with your team. https://github.com/kirodotdev/Kiro

#typescript Claude Code Action is a GitHub tool that uses AI to review code, fix bugs, implement features, and answer questions in PRs and issues—just mention @claude or set automations. It auto-detects tasks, follows your repo rules from CLAUDE.md, tracks progress, and runs securely on your runners with easy setup via /install-github-app. You save time on reviews, boilerplate coding, and maintenance, letting you focus on big ideas while AI handles routine work for faster, higher-quality development. https://github.com/anthropics/claude-code-action

#typescript#osint#privacy#security#security_tools#sysadmin Web-Check is a free, open-source tool that quickly scans any website to reveal IP info, SSL details, DNS records, security headers, open ports, tech stack, performance, trackers, carbon footprint, and more—helping spot vulnerabilities and attack risks. Try the live demo at web-check.as93.net or deploy it easily via Netlify, Vercel, or Docker. This benefits you by saving time on manual checks, letting you optimize, secure, and understand sites better for investigations, audits, or your own projects. https://github.com/Lissy93/web-check

#powershell#flare#malware_analysis#reverse_engineering FLARE-VM lets you quickly set up a full reverse engineering and malware analysis environment on a Windows 10+ virtual machine using simple scripts with Chocolatey and Boxstarter. Prepare a VM with 60GB disk, 2GB RAM, no spaces in username, internet, disabled Windows Updates, Tamper Protection, and anti-malware; then run the installer.ps1 script as admin after downloading it. This saves you hours of manual tool installs like IDA Free, Ghidra, and Binary Ninja, giving a ready-to-use, snapshot-revertible lab to safely analyze threats and boost your cybersecurity work. https://github.com/mandiant/flare-vm

#python#adb#agents#ai#android#appium#automation#dynamic_analysis#frida#magisk#mcp#mcp_server#mobile_security#pentesting#remote_control#reverse_engineering#security#uiautomation#uiautomator2#workflow#xposed FIRERPA is a powerful Android automation tool that runs on-device with root access, works on versions 6.0 to 16, and offers low-latency remote desktop, 160+ APIs, Python SDK, and AI integration for tasks like testing, data collection, and forensics. It needs no extra setup, stays stable for large-scale use, and beats other tools in compatibility. You benefit by automating mobile tasks quickly, saving time on development and monitoring, with easy visual control for reliable results. https://github.com/firerpa/lamda

#c_lang#drone#esp32#quadcopter ESP-Drone is an open-source project using ESP32 chips to build a simple Wi-Fi drone you control with a phone app or gamepad. It offers stabilize, height-hold, and position-hold modes (with extensions), plus clear code for STEAM education, based on Crazyflie firmware. You benefit by easily making a cheap ($30-50), lightweight drone in 6-8 hours for fun indoor flights, learning electronics like sensors and motors, and customizing with open code—no extra radio needed. https://github.com/espressif/esp-drone

#python Python 3.15.0 alpha 3 is an early test version you can build from source on Unix/Linux/macOS with simple steps: `./configure`, `make`, `make test`, `sudo make install`. Use `--enable-optimizations` for faster performance via PGO, run `make test` to check it works, and `make altinstall` for multiple versions side-by-side. Access docs at docs.python.org/3.15, source at github.com/python/cpython, and contribute via the dev guide. This helps you test new features early, optimize your code, and prepare projects ahead of the stable release for better speed and reliability. https://github.com/python/cpython

#go#anilist#anime#anime_downloader#anime_library#anime_streaming#bittorrent#debrid#go#manga#manga_downloader#media_server#myanimelist#react#scanner#self_hosted Seanime is a free, open-source media server with a web interface and desktop app to manage your anime library, stream episodes via torrents or Debrid services like Torbox and Real-Debrid, read manga, and integrate with AniList—all without hosting content yourself. Scan files fast, auto-download new episodes, play offline with players like MPV or VLC, and customize the UI. It saves you time by organizing everything seamlessly, letting you binge-watch or read anywhere legally and easily. https://github.com/5rahim/seanime

#python#crawler#feapder#feaplat#python#scrapy#spider Feapder is a simple, powerful Python web scraping framework (Python 3.6+) with four spider types for different needs, plus breakpoint resuming, monitoring alerts, browser rendering, and massive data deduplication. Install easily via pip (basic, render, or full versions), create a spider with one command, and run it to fetch/parse sites like Baidu. A management system handles deployment/scheduling. This saves you time by making scraping fast, reliable, and scalable without building everything from scratch. https://github.com/Boris-code/feapder

#python#beancount Beancount is free, open-source double-entry accounting software that uses simple text files to track finances, create reports, and view data via a web interface. Download the current stable Version 3 from GitHub, check docs at beancount.github.io/docs, and ask questions on the mailing list. This helps you manage money flexibly with version control, automation, privacy, and no vendor lock-in, saving time on tracking expenses, assets, and budgets accurately. https://github.com/beancount/beancount