The Problem AWS announces changes continuously, any reader here would be familiar with that, and with the AWS News Blog . Imagine you're a developer in July 2026 asked to work with Amazon S3 Files , which went generally available during April 2026. Your AI assistant has a knowledge cutoff: a fixed date after which the model stops receiving new training data. Past that date, it's completely unaware of new product releases, feature launches, or documentation changes. Time is of the ess...