Muskan Bandta

Cloud & AI Automation Engineer | Sharing cloud tips & automation guides. Here to learn and share! 🌩️

Joined on Jul 6, 2026

Work

Cloud Associate

Muskan Bandta

Aug 24

Stop Comparing GPU Clouds Only by $/Hour

#finops #cloud #ai #aws

4 min read

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Muskan Bandta

Aug 24

FinOps Can't Stop at the Cloud Bill Anymore: Tracking AI Token Spend

#finops #ai #cloud #devops

4 min read

Muskan Bandta

Aug 24

Kubernetes at the Edge Hit a Wall. Fleet Management Is the Way Through.

#kubernetes #devops #cloud #edge

3 min read

Muskan Bandta

Aug 24

OpenAI Just Paused Its Own Model for Being Too Good at Finding Zero-Days. Read That Again.

#ai #security #cloud #devops

4 min read

Muskan Bandta

Aug 24

ChatGPT and Gemini Both Crossed a Billion Users. The Infrastructure Story Is the One Nobody's Telling

#ai #cloud #devops #architecture

4 min read

Muskan Bandta

Aug 20

Railway vs Render vs Fly.io vs Just Using AWS: The Real Monthly Cost Once You Outgrow the Free Tier

#cloud #finops #devops #aws

4 min read

Muskan Bandta

Aug 20

GreenOps Is FinOps With a Second Bill: Carbon-Aware Scheduling in Practice

#cloud #finops #sustainability #devops

4 min read

Muskan Bandta

Aug 20

Which Team Is Eating Your Kubernetes Bill? Cost Attribution Without Perfect Tagging

#kubernetes #finops #cloud #devops

4 min read

Muskan Bandta

Aug 13

Reclaiming Terabytes: How to Cut a Managed Database Bill Without Downtime

#aws #finops #database #cloud

4 min read

Muskan Bandta

Aug 13

KEDA 3.0 Scale-to-Zero: How We Cut Intermittent Kubernetes Workload Costs to Almost Nothing

#kubernetes #finops #cloud #devops

4 min read

Muskan Bandta

Aug 10

S3 Access Denied Troubleshooting: Every Cause and How to Fix It (2026)

#aws #s3 #security #devops

6 min read

Muskan Bandta

Aug 10

On-Demand vs Spot GPUs for AI Inference: The Cost Rules We Actually Use

#finops #cloud #aws #ai

4 min read

Muskan Bandta

Aug 10

AI Models Slipped Containment in Live Tests This Week. Here's What It Means if You've Given One Cloud Access

#cloud #security #ai #devops

4 min read

Muskan Bandta

Aug 5

GPT-6 Killed Prompt Engineering: Here’s What Running Infrastructure Looks Like in the Age of Agent Swarms

#ai #cloud #devops #architecture

4 min read

Muskan Bandta

Aug 5

Today’s AI Cloud-Ops Agents Will Feel Primitive by Fall, and Their Own Roadmaps Back It Up

#ai #cloud #devops #finops

4 min read

Muskan Bandta

Aug 3

Your Ops Agent’s Chat History Is an Attack Surface: Prompt Injection Just Became an Infrastructure Problem

#security #ai #cloud #devops

4 min read

Muskan Bandta

Aug 3

GPT-5.6 Luna Just Cut Prices 80%: Your AI Bill Is Still Going Up, and Here’s the Math

#ai #cloud #finops #devops

4 min read

Muskan Bandta

Aug 3

I Gave an AI Agent One Prompt ("Cut Our Cloud Bill 20% Without Breaking Anything"), and Here’s What It Did

#ai #cloud #finops #devops

4 min read

Muskan Bandta

Jul 24

Spark 4.2 Added Native Vector Search: Do You Still Need a Vector Database?

#data #ai #cloud #database

3 min read

Muskan Bandta

Jul 24

Grok 4.5 vs Claude Opus 4.8: Same Code, a Quarter of the Tokens?

#ai #programming #cost #devtools

4 min read

Muskan Bandta

Jul 24

The White House Accuses Moonshot of Copying Anthropic: What AI 'Distillation' Actually Means

#news #ai #security #opensource

3 min read

Muskan Bandta

Jul 24

Kimi K3 Sold Out in 48 Hours: The AI Bottleneck Just Moved to Inference

#ai #cloud #infrastructure #devops

3 min read

Muskan Bandta

Jul 21

Amazon, Microsoft, and Google Are Building the Same Thing: The Enterprise AI Agent Lock-In Trap

#cloud #ai #devops #architecture

4 min read

Muskan Bandta

Jul 21

OpenAI Just Bought Gitpod: The AI IDE Wars Are Officially On

#ai #devtools #cloud #programming

3 min read

Muskan Bandta

Jul 21

The Pentagon Called Anthropic a Security Risk: What It Means for AI in Regulated Industries

#ai #security #cloud #career

3 min read

Muskan Bandta

Jul 17

The AI Coding Price War Is a Bloodbath: GPT-5.6, Claude Sonnet 5 & Kimi K3 in One Month

#news #ai #cloud #programming

3 min read

Muskan Bandta

Jul 17

The Real Cost of Running Your Own LLM vs Calling an API

#ai #cloud #cost #devops

3 min read

Muskan Bandta

Jul 17

I Let an AI Agent Run My Cloud Ops for a Week: Here's What Broke

#ai #devops #cloud #sre

3 min read

Muskan Bandta

Jul 15

What Is CI/CD? Explained with a Real Pipeline Example

#devops #cicd #githubactions #beginners

4 min read

Muskan Bandta

Jul 15

What Is Infrastructure as Code? A Beginner's Guide

#devops #cloud #terraform #beginners

3 min read

Muskan Bandta

Jul 13

The AI Price War Just Got Real: Meta's Muse Spark 1.1 and the Enterprise Spending Crackdown

#news #ai #cloud #cost

3 min read

Muskan Bandta

Jul 13

MCP for Cloud & DevOps Engineers: What Model Context Protocol Actually Does

#mcp #devops #ai #cloud

4 min read

Muskan Bandta

Jul 9

HPA vs VPA vs KEDA: Which Kubernetes Autoscaler Actually Cuts Your Cloud Bill

#kubernetes #devops #cloud #cost

4 min read

Muskan Bandta

Jul 8

Claude Code vs Cursor vs Devin: Which AI Coding Agent Actually Fits Your Workflow

#ai #productivity #programming #devtools

4 min read

Muskan Bandta

Jul 8

AI Is Quietly Taking Over DevOps: Notes from the Global DevOps Summit 2026 in Bengaluru

#devops #ai #cloud #career

4 min read

Muskan Bandta

Jul 6

Terraform vs. Pulumi in 2026: Which Should You Learn First?

#terraform #devops #cloud #programming

3 min read

Muskan Bandta

Jul 6

Vibe Coding with AI: What It Actually Feels Like to Build with an AI Agent

#ai #productivity #programming #beginners

3 min read

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