automation – Page 3 – ITFROMZERO

Processing CSV and Excel Files with Python pandas: Comparing Approaches and Practical Implementation Guide

By admin March 16, 2026

Compare three approaches for handling CSV and Excel files with Python: the csv module, pandas, and openpyxl — analyzing trade-offs and guidance on choosing the right tool for each scenario, with real-world examples from an automation project.

Virtualization

Automate Virtual Machine Deployment on Proxmox/KVM with Cloud-Init: Create Templates and Customize on First Boot

By admin March 13, 2026

Discover Cloud-Init on Proxmox/KVM: The solution for automating virtual machine deployment and configuration from the first boot. Save time, reduce errors, and increase consistency for your homelab infrastructure.

Development

A Beginner’s Guide to CI/CD with GitHub Actions: Automation for Happier Devs

By admin March 9, 2026

Tired of manual deployments and unexpected bugs? This article provides a step-by-step guide to setting up a CI/CD pipeline with GitHub Actions, automating everything from testing to deployment to boost productivity and minimize errors.

Python

Python Automation for Daily Tasks: File Cleanup, Backups, and Automated Notifications

By admin March 8, 2026

Learn how to write Python scripts to automate 3 real-world daily tasks: organizing folders by file type, backing up MySQL with automatic rotation, and monitoring a directory with Telegram notifications. Includes practical lessons on performance when handling large files.

Artificial Intelligence tutorial - IT technology blog

How to Install and Use AutoGPT to Build Automated AI Agents

By admin March 7, 2026

A hands-on guide to installing AutoGPT — from the original setup to Docker — comparing 3 deployment methods, handling common errors, and real-world ops automation examples drawn from production experience.

Python

Task Scheduling with Python APScheduler: Comparing cron, schedule, and APScheduler

By admin March 6, 2026

A comparison of three task scheduling approaches in Python: cron, the schedule library, and APScheduler. Analyzes the trade-offs of each approach and walks through practical APScheduler implementation using interval, cron, and date triggers with real-world error handling.

Linux

Automating Backups with Cron Jobs on Linux: Real Scripts from Production

By admin March 3, 2026

A guide to setting up automated backups on Linux with cron jobs: complete scripts for MySQL, config files, and user uploads, with integrity verification and failure alerts. Real-world experience from managing multiple production VPS instances.

Python

Web Scraping with Python BeautifulSoup: Choose the Right Tool Before You Code

By admin March 3, 2026

Compare requests+BeautifulSoup, Selenium, and Scrapy to choose the right web scraping tool for each problem. A step-by-step implementation guide with real Python code: HTML parsing, CSS selectors, edge case handling, and lessons learned from a real project.

Git

Git Hooks: Automate Your Workflow So You Never Commit Broken Code Again

By admin March 2, 2026

Git hooks let you automatically run linting, tests, and commit message validation before code enters the repo — no manual reminders needed. This article compares client-side vs server-side hooks, manual hooks vs Husky, and walks through the 3 most practical hooks to implement for your team.

Most Useful MCP Servers for Developers: A Complete Guide with Installation Instructions

By admin March 2, 2026

MCP (Model Context Protocol) lets AI connect directly to your file system, database, and development tools instead of being completely isolated. This post covers the 7 most useful MCP servers with detailed installation guides to integrate them into Claude Desktop right away.