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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.

You can deploy your Lambda function code as a container image. This blog post is about how to do that in AWS CDK.

You can authenticate and protect your Amazon OpenSearch Service default installation of OpenSearch Dashboards using Amazon Cognito. This article will show you how to do this using the AWS CDK.

Because Node.js doesn't run TypeScript code natively, you must first transpile your TypeScript code into JavaScript. Then, use the JavaScript files to deploy your function code to Lambda. But now you can write a lambda typescript with the NodejsFunction construct without transpile your code first.

This article explains how to handle SSL/TLS certificate verification errors that occur when making HTTPS requests in Node.js using Axios. The article recommends passing a custom httpsAgent option with rejectUnauthorized set to false to disable SSL/TLS certificate verification. However, the article emphasizes the importance of enabling certificate verification in production environments to ensure data security.

AWS Aurora Serverless is a fully managed, auto-scaling configuration of Aurora that automatically starts up, shuts down, and scales the compute resources based on your application's needs. In this article, we will learn how to create an Aurora Serverless V2 with AWS CDK.

Explore the transformative capabilities of deep learning through our newly launched course on PyTorch. Led by Omar Atef, this engaging course provides hands-on experiences with five vital projects, ranging from tabular data classification to advanced applications in image, audio, and text classification. Ideal for beginners and those with some machine learning knowledge, the course also emphasizes the practical application of concepts through real-world coding exercises. Dive into the world of AI and enhance your skills with PyTorch today!

In the digital age, optimizing the Largest Contentful Paint (LCP) is essential for improved user experience and better search rankings. This blog post delves into LCP and its newly introduced subparts, helping developers identify and address loading delays. With tools like DebugBear, you can gain valuable insights into how different components, such as Time to First Byte and Resource Load Delay, impact your site's performance. Embracing these strategies not only enhances website speed but also fine-tunes real user engagement.