Author

Sneha | DevOps | AWS | AI

@sneharani2509

We Migrated Hundreds of Terraform Modules to OpenTofu. Here’s What Actually Changed.

OpenTofu has grown well beyond being a community fork.After migrating hundreds of Infrastructure as Code modules, here are the improvements…

Jul 12, 2026 · 4 min read · 114 claps paywalled #aws #software-development #devops

Backup success means nothing if restores fail. Here’s what real-world Kubernetes recovery testing revealed → and the practices that…

May 08, 2026 · 4 min read · 65 claps paywalled #software-engineering #data-science #artficial-intelligence

For years, Kubernetes teams argued endlessly about ArgoCD vs Flux. In 2026, the reality is more nuanced: Flux adoption is growing rapidly…

May 13, 2026 · 4 min read · 55 claps paywalled #software-engineering #programming #technology

Remote Backends Protect Storage, Not Visibility. OpenTofu’s Built-in State Encryption Adds Another Layer of Defense for Infrastructure as…

Jul 14, 2026 · 4 min read · 51 claps paywalled #data-science #artificial-intelligence #aws

TCH ECO

Last month, my friend Rahul (a DevOps lead at a Bangalore startup) got reassigned to ‘AI Ops Integration’. His team? Cut in half.

Jun 12, 2025 · 1 min read · 6 claps paywalled #devops-future #noops #career-growth

Building an Internal Developer Platform Is Easy. Getting Developers to Use It Is the Hard Part.

Jul 11, 2026 · 4 min read · 5 claps paywalled #software-development #artificial-intelligence #data-science

AI is absolutely changing infrastructure engineering. But the idea that “DevOps engineers will disappear by 2028” oversimplifies what’s…

May 26, 2026 · 5 min read · 1 claps paywalled #aws #devops #artificial-intelligence

Many Platform Teams Reach a Growth Ceiling as Developer Needs Expand. Here’s How an Internal Marketplace Can Help You Scale Without Growing…

Jul 15, 2026 · 4 min read · 0 claps paywalled #software-development #artificial-intelligence #aws