Automation
Automation describes a wide range of technologies that reduce human intervention in processes, namely by predetermining decision criteria, subprocess relationships, and related actions, as well as embodying those predeterminations in machines. Automation has been achieved by various means including mechanical, hydraulic, pneumatic, electrical, electronic devices, and computers, usually in combination. Complicated systems, such as modern factories, airplanes, and ships typically use combinations of all of these techniques. The benefit of automation includes labor savings, reducing waste, savings in electricity costs, savings in material costs, and improvements to quality, accuracy, and precision.
- GitHub: https://github.com/topics/automation
- Wikipedia: https://en.wikipedia.org/wiki/Automation
- Last updated: 2026-07-06 00:02:55 UTC
- JSON Representation
https://github.com/ahuffman/ansible-fact
Infrastucture-as-Code in Reverse
ansible ansible-fact ansible-facts automation facts iac iacir iacr infrastructure-as-code python
Last synced: 10 Apr 2025
https://github.com/yanmxa/gencode
Open-source AI agent. Lives in your terminal.
ai-agents automation claude-code coding gemini-cli golang opencode provider-agnostic teminal workflow
Last synced: 14 Apr 2026
https://github.com/thequib/overture
Collection of templates / configs for common tasks
api automation network network-automation networking packer proxmox proxmox-apis proxmox-ve terraform
Last synced: 12 Apr 2025
https://github.com/quellatalo/thehands
This TheHands library makes it easy to send Windows Inputs such as Mouse inputs and Keyboard inputs.
automation csharp-library keyboard-emulation mouse-emulation rpa windows
Last synced: 28 Oct 2025
https://github.com/MozillaSecurity/prefpicker
Manage & generate prefs.js files
automated-testing automation firefox fuzz fuzzing test testing
Last synced: 27 Mar 2025
https://github.com/shafthq/shafthq.github.io
SHAFT_Engine's official user guide, powered by Docusaurus 3.x
automated-testing automation documentation shaft-engine test-automation testing-tools
Last synced: 14 Apr 2025
https://github.com/dropoutlab-dev/user-agents-generator
This is a Node.js module that provides a simple way to generate user agent strings for various web browsers and mobile devices. The generated user agents can be used in web scraping or automation scripts to mimic the behavior of real users.
automation javascript puppeteer user-agent
Last synced: 10 Apr 2025
https://github.com/raulanatol/utilsh
Shell scripts, apps, tools, utils and misc.
Last synced: 27 Jan 2026
https://github.com/lnxpy/restful-post-feed
:zap: Show your latest blog posts on your GitHub profile/project readme using RESTful APIs
automation cicd continuous-integration django-rest-framework dynamic-pages github github-actions readme readme-profile
Last synced: 29 Oct 2025
https://github.com/misterjimson/playrunner
A user flow testing tool for websites based on Playwright
accessibility automation testing web
Last synced: 06 May 2025
https://github.com/dsantra92/google-form-automation
Why spend minutes when all you need is seconds.
Last synced: 29 Oct 2025
https://github.com/rocksdanister/lively-commandline-arduino
Communication between Lively commandline controls and arduino hardware
arduino automation csharp hardware iot lively rotary-encoder wallpaper
Last synced: 03 May 2025
https://github.com/devops-infra/action-format-hcl
GitHub Action automatically formatting all HCL and TF files
automation christophshyper ci-cd cicd devops devops-workflow docker dockerhub github-action github-action-docker github-actions github-actions-docker hcl hcl-files hcl2 hclfmt iaac terraform terragrunt
Last synced: 15 Jul 2025
https://github.com/luismayta/zsh-vscodium
install package for vscode
automation editor peru tools vscodium zsh
Last synced: 12 Apr 2025
https://github.com/bhargav-joshi/bulk-certificates-generator
Certificates Generator in Python Simple & only in 10 Lines | Simple Trick to decrease the time limit
autogenerate automation certificates-generator python
Last synced: 30 Oct 2025
https://github.com/aimaster-dev/default_loan_prediction
This project automates bank credit risk assessment using AI and machine learning models to predict loan defaults. It streamlines the credit process with predictive analytics, model evaluation, explainability (SHAP), and deployment readiness.
automation banking-applications classification credit-risk explainability finance fintech flask fraud-detection lightgbm loan-prediction loan-prediction-analysis model-interpretability roc-auc shap sklearn vuejs xgboost
Last synced: 01 May 2026
https://github.com/marcinmajsc/uup-dump-build-and-get-windows-iso
GitHub Actions workflow and scripts to build Windows ISO images from UUP files with automated download, split packaging, and release artifacts.
automation batch ci-cd cross-platform dism github-actions iso powershell uup uup-dump windows-iso-downloader workflow
Last synced: 27 Jun 2026
https://github.com/Xquik-dev/hermes-tweet
Native Hermes Agent plugin for X/Twitter automation through Xquik
agent-skill agent-tools ai-agent automation hermes hermes-agent hermes-plugin mcp python social-media social-media-api social-media-automation tweet twitter twitter-api twitter-automation x-api x-automation x-twitter xquik
Last synced: 19 Jun 2026
https://github.com/ankitsharma-tech/flask-social-media-automation
Social Media automation application built on Flask. Uses instagrapi to automate posting at scheduled times, and allows user to make AI generated posts. Twitter API is used in order to allow the user to tweet from the site. Utilizes SQLAlchemy for the login, registration process and database, and includes email verification and forgot password.
ai ai-app ai-project ai-social-media ajax automation database flask python social-media sql sqlalchemy sqlite webapps
Last synced: 05 May 2026
https://github.com/tisgoud/save-safari-tabs-to-bear
Save all your Safari tabs in a Bear note.
automation bear javascript macosx safari
Last synced: 16 Aug 2025
https://github.com/mizazhaider-ceh/ai-terminal-x
๐ฅAI-Terminal-X is an AI-powered Linux terminal assistant๐ฅ that converts natural language commands into executable terminal commands using Googleโs Gemini AI. It enhances productivity with safe execution checks, command suggestions, and real-time feedback.
ai ai-assistant ai-for-cybersecurity artficial-intelligence automation cybersecurity hacking-tools kali-linux linux linux-tools linuxtools natural-language-processing penetration-testing-tools programming project prompt-engineering python terminal toolkit tools
Last synced: 07 May 2025
https://github.com/thatbeautifuldream/thatbeautifuldream
github profile
automation github github-actions markdown profile readme
Last synced: 14 Apr 2025
https://github.com/wodenwang820118/tag-check
A Google Tag Manager tag audit/preview automation tool
angular audit automation electron ga4 googletagmanager nestjs nx
Last synced: 11 Apr 2026
https://github.com/kumaranand05/linkedin-job-scraper-with-automated-email-funcionality
Selenium Python based LinkedIn Job scraper that scrapes Job listings on LinkedIn and sends the data automatically to specified mail.
automation jobsearch linkedin object-oriented-programming open-source pandas python selenium smtplib webscraping
Last synced: 08 Apr 2025
https://github.com/plapadoo/matrix-bot
Provide a simple, script-friendly interface to posting stuff on matrix channels
automation haskell http matrix riot-web
Last synced: 15 Aug 2025
https://github.com/a3r0id/tako
Tako is a Twitter bot that selectively retweets/favorites based on Twitter content that the bot finds useful. You can curate Tako's behavior and constraints from a comfortable user-interface that runs right in your browser.
analytics automation bot followers growth growth-hacking marketing media social twitter twitter-api twitter-bot
Last synced: 06 Apr 2025
https://github.com/idirouhab/n8n-helm-chart
Helm chart for n8n
automation devops helm helm-chart kubernetes monitoring n8n postgresql prometheus queue redis scaling workflow-automation
Last synced: 01 Mar 2026
https://github.com/liftric/vault-client-plugin
Gradle plugin to use Vault secrets in build scripts
automation gradle-plugin infrastructure vault vault-api vault-client
Last synced: 02 Jul 2025
https://github.com/thatsinewave/video-processor
Video Processor script that automates AD making
ad-production automation cv2 good-first-contribution good-first-issue good-first-pr good-first-project moviepy music-selection numpy open-source pil pydub scene-detection telegram-bot-api thatsinewave video-editing video-processing voiceover watermarking
Last synced: 30 Apr 2025
https://github.com/abdelalidousbah/cue01_linux_project
Comprehensive preparation guide for the Canonical Ubuntu Essentials CUE01 Linux certification exam. This repository includes structured notes, practical examples, and resources covering secure system access, filesystem operations, and system resource maintenance. Ideal for aspiring Linux system administrators and advanced users.
automation canonical certification cue01 disk-partitioning filesystem linux linux-certification linux-essentials permissions secure-access ssh system-administration ubuntu ubuntu-server ubuntu2204
Last synced: 04 Sep 2025
https://github.com/bitkarrot/scheduler
LNBits extension - Automate Payments or any API Call on a scheduled interval
api automation bitcoin crontab hacktoberfest lightning lnbits payments
Last synced: 14 Sep 2025
https://github.com/roniemartinez/humanframework
Human Framework: Test Automation Framework for Humansโข
automated-testing automation humanframework test-automation testing testing-framework
Last synced: 23 Mar 2025
https://github.com/hartwork/no-cyclic-imports
:recycle: Tool to detect and report on cyclic imports in a Python codebase
automation ci circular-imports command-line-tool continuous-integration cyclic-imports imports-analysis lint linter linting python python3
Last synced: 18 Sep 2025
https://github.com/chevrontango/nationalrail-status-card
A card for displaying the status of National Rail trains in the style of the matrix screens on station platforms
automation card custom hassio home-assistant lovelace-custom-card sensor
Last synced: 04 Oct 2025
https://github.com/xrahul/ficsavemiddleware
Just share story url with this app, and you'll get it in a variety of differernt ways
android automation ebook email fanfiction javascript kindle
Last synced: 04 Aug 2025
https://github.com/ivangabriele/openai-forge-vsce
Automate your communication between Visual Studio Code and ChatGPT ๐ค
automation chatgpt extension openai plugin visual-studio-code vscode vscode-extension
Last synced: 30 Apr 2025
https://github.com/mk-fg/lafs-backup-tool
Tool to securely push incremental (think "rsync --link-dest") backups to tahoe-lafs
automation backup compression deduplication python tahoe-lafs twisted yaml
Last synced: 23 Apr 2025
https://github.com/uniStark/get-jobs-lagou
๐ผ ๅธฎไฝ ่ชๅจๅจๆ้ฉ็ฝไธๆ้็ฎๅ
automation java job selenium selenium-java
Last synced: 18 Sep 2025
https://github.com/nishkarshraj/evolvve-student-chapter-app
Evolution is the process which makes someone/something ordinary to extra ordinary. Here is a project done by UPES Students from B.Tech DevOps which is generic model on Student Chapters that helps us in extra-curricular activities.
automation collaboration cxoracle data-structures database database-management evolution git github normalization open-source opensource project python python3 student-chapters tech-devops upes-students
Last synced: 22 Apr 2025
https://github.com/fabriziosalmi/nginx-waf-ai
Automatically detect threats and deploy WAF rules using machine learning
automation deployment machine-learning nginx waf web-application-firewall
Last synced: 18 May 2026
https://github.com/trevorhobenshield/reddit-api-client
Reddit API
api automation bot reddit scrape
Last synced: 12 Apr 2025
https://github.com/danielbayley/serve
๐พ Bundle any script as a macOS service.
automation cli command-line macos osx script service shell
Last synced: 20 Aug 2025
https://github.com/nallamuthu/Ascan
Python script to perform nmap, header, ssl, cipher, certificate scan
automated automation certificate header nmap python scanner ssl sslyze testssl
Last synced: 07 Apr 2025
https://github.com/ingenarel/split-it
Introducing Split It! it's an automatic simulation cache splitter for sheepit that will also zip your projects
automation cache-splitter sheepit split
Last synced: 04 Oct 2025
https://github.com/simeononsecurity/windows-branding-script
A simple script to assist with configuring branding on Windows 10 and Windows Server 2016/2019
automation branding powershell script windows windows10 windowsbranding windowsserver
Last synced: 23 Apr 2025
https://github.com/otakuweber/wayland-automation
This Python tool automates mouse and keyboard actions on Wayland environments, allowing clicks, swipes, and text input. It uses virtual devices to simulate interactions, filling the gap where other automation tools fall short for Wayland. It's a unique solution for Wayland-specific automation.
archlinux automation hyprland linux python python-automation python3 sway wayland wayland-protocol
Last synced: 21 Feb 2026
https://github.com/j9t/image-guard
Near-lossless image compressor thatโs easy to use and easy to automate
automation avif compression gif graphics heic heif images jpeg jpg lossless optimization performance png webp
Last synced: 04 Apr 2026
https://github.com/rashadansari/gola
Gola is a Golang tool for automated scripting purpose
automation golang script scripting terminal tool
Last synced: 21 Apr 2025
https://github.com/fancy-crud/core
Core library to create forms and data tables with ease
automation crud datatables form forms javascript tables typescript
Last synced: 18 Jan 2026
https://github.com/igolaizola/musikai-docs
Tool to automatically generate and publish music using AI.
ai automation distrokid mastering music suno suno-ai udio
Last synced: 05 Jan 2026
https://github.com/azhuchkov/tgbounce
Simple Telegram Assistant
assistant automation bot linux macos messenger python telegram
Last synced: 17 Nov 2025
https://github.com/catdad/puptron
๐ถ automate your Electron application with Puppeteer
automation electron puppeteer test-automation testing
Last synced: 08 Apr 2025
https://github.com/tanishq-ctrl/github-follow-unfollow-manager
๐ Smart GitHub Follow Manager - Automate and optimize your GitHub networking with intelligent follow/unfollow tools
automation developer-tools github-api github-automation github-tools networking python social-networking
Last synced: 15 Apr 2025
https://github.com/athphane/mediacenter-bot
A Telegram Bot to interface with your media server
automation home-server media-center mongodb pyrogram qbittorrent server sonarr telegram telegram-bot
Last synced: 20 Oct 2025
https://github.com/carleslc/spoons
OSX Automation. Spoons library & Hammerspoon configuration. AutoClick, PasswordGenerator and more.
autoclick autoclicker automation bot hammerspoon hammerspoon-configuration lineage2-revolution lineage2revolution mac osx password-generator spoon spoons
Last synced: 27 Oct 2025
https://github.com/ansible-lockdown/rhel10-cis-audit
Automated CIS Benchmark Compliance Audit for RHEL 10 with Ansible & GOSS
ansible ansible-playbook ansible-role automation cis cis-benchmark cis-compliance cis-hardening cis-security configuration-management cybersecurity enterprise-hardening it-compliance linux-hardening rhel-10-hardening rhel-security rhel10 secure-baseline secure-configuration system-hardening
Last synced: 25 Apr 2026
https://github.com/eez-open/dib-smx46
EEZ DIB 4 x 6 programmable switch matrix
automation eez-dib scpi stm32 switching
Last synced: 15 Feb 2026
https://github.com/matticusau/pr-helper
Extremely powerful GitHub Action to streamline management of PRs through automation of common tasks. Very versatile with plenty of configuration settings to adapt to many different implementations.
automation configurable github-actions interactive labeling-tool labels powerful pull-requests workflow-automation
Last synced: 26 Feb 2026
https://github.com/kbilsted/microworkflow.net
A distributed embedable small and fast workflow-engine/queue/job-scheduler with zero dependencies
automation csharp jobscheduler outbox-pattern queue taskscheduler workflow workflow-engine
Last synced: 06 Mar 2026
https://github.com/edvincodes/instagramunfollowers
Instagram Unfollowers 2026: Free Script to see who isn't following you back. Safe, Open Source & No Login required. Works on Mobile & Desktop.
automation instagram instagram-follower instagram-followers instagram-following instagram-tool instagram-unfollowers javascript open-source privacy script security unfollow unfollowers
Last synced: 02 Apr 2026
https://github.com/avengineers/hammocking
Automatic mocking tool for C
automation c clang googlemock googletest mocking stubbing unittest
Last synced: 28 Apr 2026
https://github.com/prbinu/xss-checkmate
A technique to automate XSS detection in CI/CD pipeline
automation cd-pipeline cicd saucelabs selenium web-security xss xss-detection
Last synced: 29 Jan 2026
https://github.com/b0b11s/notion-2api
๐ Transform Notion AI into a private OpenAI API seamlessly, enabling powerful application integration without complex setup.
api-integration automation backend-integration client-library collaboration data-synchronization documentation javascript notes-management notion-api open-source productivity-tools sdk typescript webhooks
Last synced: 09 May 2026
https://github.com/lmagyar/homeassistant-addon-mariadb-inmemory
In-memory fork of the official Home Assistant MariaDB add-on https://github.com/home-assistant/addons/tree/master/mariadb
add-on automation docker home-assistant home-assistant-addons in-memory-database iot mariadb
Last synced: 15 Mar 2026
https://github.com/krizzu/eslint-check-action
GitHub action running eslint check in your project, annotating errors/warnings in PR.
automation ci continuous-integration eslint github-actions
Last synced: 23 Mar 2025
https://github.com/aquality-automation/aquality-appium-mobile-dotnet
Aquality Mobile is a library built over Appium tool that allows to automate work with mobile applications (as web as native)
appium aquality-mobile automation mobile-automation qa
Last synced: 14 Jan 2026
https://github.com/ashish-r/cowin-vaccinator
CoWIN: Vaccinator ๐ A browser extension for superfast automated booking of vaccine slots on CoWIN.
automation browser-extension chrome-extension covid-19 cowin javascript vaccine-tracker
Last synced: 07 Apr 2025
https://github.com/Arsenic-ATG/xkcd-comics
Script to download all xkcd comics using web scraping.
automation beginner-friendly comics good-first-issue python webscraping xkcd xkcd-comics xkcd-downloader
Last synced: 11 May 2025
https://github.com/tinyfish-io/agentql-integrations
AgentQLโs integrations with workflow automation tools and AI agent frameworks let you extract structured data from web pages using queries or natural language and interact with the web with Playwright. Resilient, fast, and AI-ready.
agent ai aiagent automation dify langchain playwright rpa scraping web web-scraping web-scrapping webagent workflow-automation zapier
Last synced: 04 Oct 2025
https://github.com/mohamed-samy26/red-eye-smart-cities-surviellance-system
City wide smart suviellance system that can detect weapons and fires in real-time and report detailed information to the responsible authorities.
automation aws cnn colab-notebook computer-vision deep-learning flutter hackathon jupyter-notebook linux neural-networks object-detection python python3 raspberry-pi-4 raspberry-pi-camera serverless smart-cities smart-surveillance yolov3
Last synced: 28 Oct 2025
https://github.com/kaiachain/kaiaspray
Deploy a Kaia network
ansible automation deployment kaia
Last synced: 12 Jan 2026
https://github.com/szabolcstoth/robotframework-basics
Source code of Robot Framework - Learn the basics site.
automation robotframework testautomation testing tutorial
Last synced: 09 Sep 2025
https://github.com/operatornext/operatornext
OperatorNext is an AI-powered intelligent browser automation platform that understands and executes complex browser tasks through natural language processing.
ai automation browser-automation fastapi langchain nextjs playwright react typescript websocket
Last synced: 09 Apr 2025
https://github.com/strongdm/strongdm-sdk-go
strongDM SDK for the Go programming language.
automation go go-programming-language golang sdk strongdm strongdm-sdk
Last synced: 27 Feb 2026
https://github.com/crazy-canux/go-devops
Tons of devops tools for devops related project.
automation development devops operation testing
Last synced: 08 Aug 2025
https://github.com/nicejade/play-with-python
ๅญฆไน Python & ๅฎๆ็ปไน ๏ผไปฅไพฟ่ฝๆดๅฅฝ็็ฉ Python ็ธๅ ณๆ่ฝใๅทฅๅ ทใ
ai automation data-analysis excel python python3 sendmail spider visualization
Last synced: 08 Apr 2025
https://github.com/piraces/kube-score-ga
Github action to execute kube-score with selected manifests (YAML, Helm or Kustomize)
analysis automation charts ci github-actions helm kube-score kubernetes linter security static-code-analysis
Last synced: 15 Apr 2025
https://github.com/rufat/run-it-when-i-m-dead
โ Automatically code execution when you're dead
automation death execute fetch headless headless-chrome puppeteer
Last synced: 07 May 2025
https://github.com/eonist/uitestsugar
Sugar for UITesting
automated-testing automation extension ios macos quality-assurance screenshot swift uitest xcode xcuitest
Last synced: 14 Apr 2025
https://github.com/Higherings/AutoComputeOptimizer
Automation to apply AWS Compute Optimizer Recommendations to EC2 Instances
automation aws compute-optimizer ec2 lambda
Last synced: 16 May 2025
https://github.com/mguyard/appdaemon-coversmanager
AppDaemon App to manage your covers with Home Assistant
appdaemon-apps automation home-assistant home-automation python
Last synced: 22 Feb 2026
https://github.com/blablatdinov/croniq
Modern open-source job scheduler with cron syntax, web UI, and REST API. Built with Elixir & Phoenix.
automation background-jobs cron cron-jobs devops elixir http job-scheduler phoenix scheduler task-scheduler webhooks
Last synced: 20 Aug 2025
https://github.com/clouddrove/terraform-aws-acm
This terraform module is used for requesting or importing SSL/TLS certificate with validation.
acm automation aws aws-acm clouddrove devops hacktoberfest hcl terraform terraform-modules
Last synced: 22 Apr 2025
https://github.com/sinclairzx81/smoke-task
Runs JavaScript functions from a terminal
automation node npm-scripts tasks
Last synced: 09 Mar 2026
https://github.com/voidquark/node_exporter
Ansible Role - Node Exporter
almalinux ansible ansible-galaxy ansible-playbook ansible-role automation fedora linux node-exporter redhat rhel rockylinux
Last synced: 22 Mar 2025
https://github.com/navatusein/gtnh-oc-water-line-control
Program for the automation of Grate water production from t3 to t8.
automation gtnh lua minecraft opencomputers opencomputers-mod
Last synced: 11 Apr 2025
https://github.com/fiverr/published
๐ฆ Opinionated NPM publish program
automation ci-cd cli npm npx publish
Last synced: 01 Aug 2025
https://github.com/i-am-bee/github-issue-creator
Multi-agent system for drafting and managing GitHub issues. Built with BeeAI Framework, integrated via GitHub MCP, and consumable through Agent Stack CLI & UI via A2A.
a2a automation beeai github-issues mcp multi-agent
Last synced: 18 May 2026
https://github.com/git-utkarsh/snap-sender
This is an automated tool to send snap using brave browser and python's pyautogui module
automation bravebrowser pyautogui python snapchat snapchat-streak streak windows
Last synced: 11 Jul 2025
https://github.com/anna-geller/dataflow-ops-aws-eks
Project demonstrating how to automate Prefect 2.0 deployments to AWS EKS
automation aws cicd data data-engineering data-engineering-infrastructure data-engineering-pipeline data-products dataflow dataflow-ops eks eks-cluster eksctl karpenter kubernetes kubernetes-deployment kubernetes-setup python serverless
Last synced: 24 Mar 2025
https://github.com/madhurimarawat/web-scrapper-functions
Streamlit-based Python web scraper for text, images, and PDFs. User-friendly interface for quick data extraction from websites. Simplify your web scraping tasks effortlessly.
automation beautifulsoup complete-pdf-text-data complete-text-downloader image-downloader-python pdf-data-extraction pdf-downloader python requests streamlit-deployment streamlit-webapp text-data-website text-file-rendering user-input-link web-scraper web-scraping web-scraping-automated web-scraping-functions zip-file-download zip-file-rendering
Last synced: 12 Apr 2025
https://github.com/lifeparticle/Cosmic-Terminal
Bash automation script to get iTerm2, oh-my-zsh, Fig, material-design-colors, powerlevel9k and nerd-fonts on your Mac.
automation bash bash-script fig iterm2 macos macosx material-design-colors nerd-fonts oh-my-zsh powerlevel9k script terminal
Last synced: 24 Mar 2025
https://github.com/tfxor/www
TerraHub.io - DevOps Hub for Terraform Automation
automation cloud containers continuous-delivery continuous-deployment continuous-integration continuous-testing devops infrastructure orchestration serverless terraform
Last synced: 12 Apr 2025
https://github.com/gnat/send-to-discord.sh
๐ฌ Message your Discord server. No setup. Zero dependencies. Just works on any of: bash, sh, curl, github actions, workflows, gitea... Uses webhooks api.
automation bash continuous-integration curl deployment devops discord discord-api discord-bot drone gitea gitea-actions github-action github-workflow github-workflows notification-api notifications ops shell webhook
Last synced: 15 Apr 2025
https://github.com/aminesayagh/code-wrangler
CodeWrangler is an extensible documentation automation platform that transforms code repositories into structured knowledge bases. Built with a powerful plugin architecture, it enables seamless integration with AI services, documentation generators, and analysis tools.
ai automation productivity prompt-engineering
Last synced: 11 Apr 2025
