AWS & Cloud

Deep dives into AWS Bedrock, ECS, S3, RDS, and the infrastructure wiring behind these projects.

The specific S3 bucket policy and PublicAccessBlock settings needed to serve a cms-images/ prefix publicly.

How the ECS task definition, RDS security group, and environment variables connect so Laravel can reach its database.

Syncing daily AWS spend into Django, filtering to RECORD_TYPE=Usage, and surfacing Bedrock costs per service.

How the infra_manager module wraps Terraform and boto3 to start/stop RDS and stream logs to the browser.

Generating 4 images concurrently — 1 hero + 3 blog type covers — using Python ThreadPoolExecutor and Stable Image Core.

How the CMS manager uses Nova Lite on Bedrock to generate hero copy, about text, and blog posts in one API call.