AWS CB Spotlight 5 Timers Club-Jorge Tovar
Congratulations to Jorge Tovar on joining the 5 timers club!
Series: AWS Community Builders Spotlight-5 Timers Club (38 articles)
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- 24AWS CB Spotlight 5 Timers Club-Jorge Tovar This article
Congratulations Jorge Tovar !
Welcome to to the club Jorge and thank you for your five entries! Jorge's five articles walk the full stack from Terraform-based serverless infrastructure and zero-downtime deployments through production AI agent architecture on Bedrock to cost attribution and authentication governance, all backed by open-source code. On their fictional plaque it reads:
Jorge published five pieces that trace a single line from infrastructure to intelligence. He starts where most teams start: provisioning serverless APIs with Terraform and Lambda, then walks through four zero-downtime deployment strategies (rolling ASG refreshes, blue/green, canary with SAM) so those APIs stay up when you ship changes. From there he moves into the layer that matters most right now: building production AI agents on Bedrock. That piece covers agent memory in DynamoDB, tool design where the docstring is the contract, security boundaries where identity comes from the system and never from the model, and observability for non-deterministic workloads. It reads like a checklist of everything teams forget when they rush an agent to production.
The last two articles close the loop on governance. His Bedrock inference profiles piece solves the "who spent what" problem by tagging every model invocation with an app and team identity, then querying it all through Athena for token-level cost attribution. His Claude Code authentication guide lays out the options (API key, Bedrock with IAM, Claude Platform on AWS with SSO) and is direct about which one fits which stage of organizational maturity. Taken together, the five pieces form a complete path: stand up infrastructure, deploy it safely, build agents on top of it, then track and govern the spend. Jorge writes with the specificity of someone running these patterns in production, and every article ships with working code on GitHub.
Read Jorge's first five entries here:
- Bedrock Inference Profiles — From Flying Blind to Understanding Your AWS Bedrock Usage in Detail Read more
- Building Production AI Agents on AWS Bedrock — Architecture and Code Decisions Worth Keeping in Mind Read more
- Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) Read more
- Zero Downtime Deployment in AWS with Tofu/Terraform and SAM Read more
- Claude Code Authentication: Subscription, API Key, Amazon Bedrock, and Claude Platform on AWS Read more
Series: AWS Community Builders Spotlight-5 Timers Club (38 articles)
- …
- 24AWS CB Spotlight 5 Timers Club-Jorge Tovar This article
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