Architecture and cost review
Model choice, token budgets, caching options, region choice, IAM boundaries, and practical risk notes.
AWS Bedrock consulting
I help teams implement and debug Bedrock-powered systems, surrounding AWS services, and the application code needed to make model calls useful in production.
Model choice, token budgets, caching options, region choice, IAM boundaries, and practical risk notes.
Bedrock service integration, .NET or Python APIs, prompt and tool contracts, and deployment wiring.
Cognito claims, SES DNS records, failed model calls, Lambda/API issues, logging gaps, and broken deploys.
For a review, send the services involved, target workflow, current failure or concern, expected request volume, and any constraints around region, compliance, or authentication.
I will respond with whether I can help and what I would inspect first.