Hi everyone! 👋 My name is Haider Aman, and I’m from India. I’m new to this space, and I’m excited to dive into the world of cloud, automation, and AI to explore the best ways to make money in this field. I want to know if it’s better to focus on getting clients or pursuing a job, and I’m also curious if there’s a step-by-step course available to guide me toward success. My ultimate goal is to learn and grow in the smartest way possible to achieve financial freedom in this field. Looking forward to connecting with all of you, learning from your experiences, and making progress together! Let’s crush our goals! 🚀

Effective automation begins by understanding the WHY behind your efforts. Don’t rush into complex pipelines. First, ensure you’re solving a real, worthwhile problem. My approach focuses on small, measured steps to validate assumptions before committing to full automation. 1️⃣ Define the Problem Clearly: What are you trying to solve? Manual provisioning? Error-prone deployments? 2️⃣ Validate with Minimal Effort: Test your idea with a small script or a one-off deployment. Avoid wasted effort. 3️⃣ Manual Proof of Concept: Try a hands-on trial run to see if it really saves time or reduces errors. 4️⃣ Incremental Validation: Break it down and test each step. Ensure each part adds value. 5️⃣ Automate When Ready: Once proven, invest in full automation with CI/CD, security checks, and documentation. 🔍 Want to go deeper? Check out the coursework in ScaleOps Hub — I cover this process in detail and provide actionable strategies to automate effectively. 👉 Join the discussion and level up your automation game!