We strongly recommend focusing on one or two systems per engagement. That is where small, targeted changes deliver the most value. If you want to address more systems, we can run additional engagements with the same model.

Lambda and Bedrock are the core, but real systems include more. We routinely work with API Gateway, queues, streams, RDS / Aurora, and related services as part of the same execution paths.

The goal is to reduce disruption, not add it. We work in your existing repos and CI/CD, in small PRs. Your engineers stay in the loop and keep control over what is merged and when.

That is ideal. We are not trying to replace them. We focus on unblocking the specific systems that eat their time, and we leave everything documented so they can operate and extend the new design without us.

You have merged or merge-ready PRs, applied infrastructure changes, and short operations notes for the agreed systems. We walk through all of it with your team so ownership and next steps are clear.