Building Production AI Agents on AWS Bedrock — Architecture and Code Decisions Worth Keeping in Mind

Architecture and code decisions for building production AI agents on AWS Bedrock — covering security, memory, tool design, observability, and the non-functional requirements that still apply when there's a language model in the middle....

July 10, 2026 · 9 min · Jorge Tovar

Bedrock Inference Profiles — From Flying Blind to Understanding Your AWS Bedrock Usage in Detail

How to use AWS Bedrock inference profiles, model invocation logging, and Athena to get full cost and attribution visibility across all your AI applications...

July 2, 2026 · 4 min · Jorge Tovar

AWS - Zero Downtime Deployments

ZDD strategies on AWS with OpenTofu/Ansible and SAM...

July 10, 2025 · 6 min · Jorge Tovar

How to set up Single Sign-On in AWS (IAM Identity Center)

Enterprise Patterns...

July 10, 2025 · 4 min · Jorge Tovar

AWS Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 2

Terraform + Serverless...

July 9, 2025 · 4 min · Jorge Tovar

AWS Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 1

Terraform + Serverless...

July 8, 2025 · 6 min · Jorge Tovar

AWS S3 Replication (Cross-Region / Cross-Account)

Enable DRP and global capabilities in your organization...

December 1, 2024 · 3 min · Jorge Tovar

AWS Development with CI/CD, SAM, and GitHub Actions

Software delivery template with SAM...

November 28, 2024 · 4 min · Jorge Tovar

Introducción a Clojure ƛ

Programación Funcional...

November 25, 2024 · 4 min · Jorge Tovar

Completable Futures improving Performance

Avoid Java performance issues with Java 8 new Features...

November 22, 2024 · 2 min · Jorge Tovar

Continuous architecture

an approach to software architecture that emphasizes the need for continuous adaptation...

November 20, 2024 · 2 min · Jorge Tovar

Design Patterns in the light of Functional Programming

Implement same problems with different mindset...

November 18, 2024 · 4 min · Jorge Tovar

Embrace Immutability

Go & Terraform example of why immutability rocks...

November 15, 2024 · 4 min · Jorge Tovar

Git useful commands

Our brain is better at processing data than storing it...

November 12, 2024 · 2 min · Jorge Tovar

Clean Architecture with Java and Kotlin

Clean Architecture in Java...

November 10, 2024 · 3 min · Jorge Tovar