C-Growth Guide on Spring

Efficiency and cost-cutting tips for your project to endure

Hello there! 

The hanami season (the celebration of sakura trees' blooming) and sunshine make it easier for us to wake up, but they can't help with the pile of tasks on our to-do lists. Let's do everything possible to avoid wasting our precious lives on inefficient routines! 

Today, Sergiy and I have prepared the latest news sprouts, productivity tips, the best advice on cost optimization for K8s environments, and much more.

Enjoy the C-Growth Guide!

5 FRESHEST BITS OF GOSSIP

  • Cloud software vendors Atlassian, Snowflake and Workday are betting on security startup Veza

  • Qualys has announced updates to its TotalAI service to secure organisations’ MLOps pipelines from development to deployment.

  • Who's the lucky guy? New US CIO appointments, April 2025.

4 PIECES OF ADVICE ON CUTTING CLOUD COST

“Always make cost visibility a first-class metric—if you can’t see where the money goes, you can’t control it.”

Sergiy

“Automate rightsizing and use spot instances wherever possible, because manual tuning and on-demand nodes are just burning cash.”

Daniel

“Treat cost optimization as a daily engineering habit, not a quarterly panic—review cost diffs in Git like you would failed tests.”

Daniel

“Architect for flexibility: design your workloads and clusters so you can shift them to the most cost-effective resources at any time.”

Sergiy

Read more about the technical side of K8s cost optimization in our latest review.

3 PRODUCTIVITY TIPS FOR (AND FROM) OVERSTIMULATED DEVOPS

1. Automate your personal environment setup

Use tools like Ansible, Dotfiles, and Homebrew to script your own workstation setup. This means you can nuke and pave your laptop without losing your precious aliases, Vim configs, or that obscure CLI tool you only use during lunar eclipses. Need a guide?

2. Schedule “No-Deploy” focus blocks

Block out regular “no-deploy” hours for yourself or your team—time when you’re not allowed to deploy, respond to non-critical alerts, or even look at Slack. Use this time for refactoring, learning, or finally figuring out what that one Jenkins job actually does. More on why and how:

3. Leverage “Runbooks as Code” for learning and handoffs

Don’t just write docs—write executable runbooks with tools like Jupyter Notebooks, Markdown with embedded scripts, or even automation platforms that let you both explain and do the thing. This makes onboarding new team members a breeze:

THREADS FROM REDDIT WE'RE INTO RN

CRINGE SCREENSHOTS WE CAN'T AVOID SHARING

Take care of yourself a bit this spring. Your work won't get anywhere. But flowers bloom for only a brief moment!

Thanks for staying with us, sharing, and telling friends to join in.