I built the AWS Cost Whisperer this weekend! 🛠️

A calm agent answering the #1 beginner question—"will this cost me money?"—in plain English via a single Lambda + Amazon Bedrock. ☁️

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#imsampro #AWS #Serverless #CloudFinOps

We are absolutely thrilled to announce that the very 2nd volunteers of our 2026 cohort have officially hit the 100-point mark! 💯🌟

🏆 Barsha Mishra

Thank you for everything you do!

👉 awsugkol.github.io/volunteers/

@imsampro.bsky.social #AWSUGKolkata #AWSCommunity #Imsampro #AWSVolunteers

Yesterday, an email landed in my inbox and derailed my plans in the best way.

Joined the AWS CB Speed Run and built QuoteForge using strictly 2 AWS services. Hard limits kill decision fatigue and force you to ship.

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I tested a few solutions that went nowhere until the right idea hit 💡

Built ReliefRoute for the AWS Zero to Shipped Hackathon—an aid dispatcher that proves every last-mile delivery decision. Shipped! 🚀

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Don't let your weekend slip by without trying this: I just hooked my coding agent directly to AWS, and it changed how I think about IAM security! ☁️

→ Respects local IAM boundaries
→ Live resource discovery
→ Zero risky API keys

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I spent the weekend building on AWS!
Deployed a portfolio on S3 + CloudFront and open-sourced the code.

The first 100 entries win $100 in AWS credits—go claim yours!

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Saw the AWS New Voices notification & jumped in. Thought learning to speak to huge crowds would be a grind—it was a blast! Finished 4 Practice Rooms & unlocked the Emerging Speaker badge today. 🎙️

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Between code & the hustle, it’s easy to forget to celebrate wins. There’s a specific excitement when a box holds a milestone you’ve ground for.

My Year 1 AWS Community Builder kit is here! What you pour in comes back.

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