Bringing our media AI home

In this post I describe how I create a on-premise solution to handle with videos that needs scenes segmented, faces identified, subtitles generated, thumbnails picked, metadata pulled into the catalog. This post is about how we stopped trying to win that math with people and started winning it with our own AI. TL;DR: How SOFA … Read more

Update volume on EC2

Your EC2 disk is full. The app is throwing errors, the logs stopped rotating, and the CI/CD pipeline is silently failing. You already resized the volume in the AWS Console, but the OS has no idea. This post walks through the exact steps to make the OS actually use that new space. TL;DR: Resize an … Read more

AWS EKS – Elastic Kubernetes Service

Kubernetes is the gold standard for container orchestration, but running it yourself is operational overhead you don’t need. EKS gives you a managed control plane so you can focus on your workloads instead of the cluster itself. TL;DR: Set up an AWS EKS cluster, deploy workloads, configure networking and storage, and manage the cluster with … Read more

Start/Stop AWS services

Your dev RDS instance and ECS services run 24/7, including weekends when nobody is using them. That is money leaving your account for no reason. A Lambda function on an EventBridge schedule can stop them on Friday night and restart them Monday morning with zero intervention. TL;DR: Use AWS Lambda + EventBridge cron schedules to … Read more

Slack BOT Creation

Your team is already in Slack. Instead of building separate dashboards or notification systems, a Slack bot can deliver alerts, respond to commands, and surface important events right where your team works. TL;DR: Create a Slack bot using the official API, configure permissions, get a token, and send messages programmatically.Stack: Slack API, Slack Bot TokenLevel: … Read more