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Muskan Bandta

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

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

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

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3 min read

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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4 min read
What Is Infrastructure as Code? A Beginner's Guide

What Is Infrastructure as Code? A Beginner's Guide

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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3 min read
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