Moving a Hive table to Apache Iceberg has typically meant weeks of engineering work. Last week, Amazon S3 Tables turned that into three steps: start, sync as often as you need, complete. The source stays writable except for a few minutes at cutover.
The same week, Amazon DynamoDB started loading data from S3 into tables that already exist. The pattern I like is that neither one asks you to stop what’s running. That’s also the way to read the agent news this week.
The new Amazon Bedrock AgentCore Runtime is a single field on the runtime you already have, and Web Answer is a tool you attach to a gateway you already run. Now, let’s get into this week’s AWS news… Headlines The new AgentCore Runtime: elastic, optimized, and consistently fast starts – If you run agents on AgentCore and haven’t tried the new runtime since it became generally available, it’s worth a look. First, memory: sessions start small, page in more on demand, and give memory back when it goes cold instead of holding the peak, so you pay for what your agent uses.






