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A small, practical Node.js CLI that takes an audio file, transcribes it with speaker labels, and produces an action-item summary — using Amaniva's transcription API instead of managing your own ML pipeline.

A follow-up to my Video Meeting Notes Extraction project. Self-hosting Whisper works, but GPU costs, ffmpeg/sentencepiece errors, and dated translation models add up. Here's how I replaced that pipeline with a single hosted API call.

Compare AWS CDK vs Terraform for small teams. Learn which IaC tool is easier to adopt, scale, and maintain for developer-led projects.

In this blog post, we will explore how to enhance application security using cdk_nag with AWS CDK. Learn how to identify and address security issues in your CDK application to ensure a secure deployment.

A Lambda proxy integration enables you to integrate an API route with a Lambda function. When a client calls your API, API Gateway sends the request to the Lambda function and returns the function's response to the client. Today, I will show you how to create a Lambda proxy integration for an HTTP API in AWS CDK.