Automation Mastery: Tools Roadmap For Different Scop
Professional guide to automation tools — Ansible for Linux, browser automation (Automa → Selenium/Playwright), API tools (n8n, Zapier), trading bots & more.
In today’s fast-moving tech world, automation is a core skill.
Here’s a clean, practical roadmap:
🖥️ Linux/Server Automation
→ Ansible – The industry standard for configuration management.
🌐 Browser Automation
→ Intermediate: Automa (Browser Extension)
→ Advanced: Selenium, Playwright, Puppeteer
🔌 API & No-Code Automation
→ Zapier | n8n | MAKE.com
📈 Trading Automation
→ VectorBT + backtesting.py
🔧 Browser UI Tampering
→ Tampermonkey – For running custom userscripts.
Master these tools and significantly boost your productivity and capabilities.
Which automation area are you learning next? Comment below! 🚀