Amit Sharma — Cloud & Platform Engineering Leader

Ethan Hunt Would Blow Your Error Budget

Movies need a protagonist who goes dark, works alone, and saves the world with one second left on the clock. Incident management needs the exact opposite. Here's what the silence between first responders and stakeholders actually costs.

The Best Retention Metric Is Who Follows You and Who Outgrows You

Conventional retention metrics measure who stayed. The more honest measure is who joined your next program voluntarily, and who left because they grew into something bigger than you could offer. Both are good outcomes.

`count` Is a Production Outage Waiting for a Deletion

Terraform's `count` assigns resources by index. Delete the middle item and the indices shift — Terraform destroys and recreates everything after it. On subnets, node pools, or persistent volumes, that's not a warning. It's an incident.

Default-Deny Starts in Observe Mode

Kubernetes NetworkPolicy default-deny is the right posture — but enforcing it cold in production breaks applications and creates an incident. The right approach: observe first, map actual traffic, enforce progressively. Same staged approach as a migration.

Disk Full at 10am: Logs Are an Architecture Decision

Log storage is treated as an afterthought — set a retention, set a volume, deploy. It becomes an architecture decision when the disk fills and the logging agent takes down something else. Logs need their own failure modes designed in.

Estimates Are Architecture: Writing SOWs That Leave No Loose Threads

A Statement of Work is architecture for delivery. The same failure modes apply: if a dependency is undocumented in the SOW, it will bite you at the worst moment. The discipline is to write the SOW as if the project has already gone wrong.

The Independence Gap: Why Control Masquerades as Care in Indian Households

Patriarchal oversight and delayed autonomy are quietly undermining independence and decision-making skills in young adults.

Why Ancient Rituals Are Better Productivity Tools Than Your Todo App

How traditional structures from Indian culture offer surprising frameworks for modern focus and goal attainment.

When Engineers Stop Talking – The Cost of Silence

How speed, remote work, and AI have eroded conversation—and what we're losing in the process.

The Competitive Trap: Why India's Education System Is Quietly Killing Innovation

How competitive obsession in Indian education undermines technical excellence and collaborative problem-solving.

The Engineer Who Isn't Afraid

AI can now write code, generate infrastructure, and answer architecture questions. Most of the engineers I know are scared. I think the scared ones are asking the wrong question.