On June 17, 2026, AWS launched Amazon Bedrock Managed Knowledge Base, a fully managed...
Amazon Bedrock Managed Knowledge Base: What Developers Actually Need to Know
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Audit-log every email your AI agent sends
Build a separate append-only audit trail for every message an Agent Account sends and receives — keyed by message_id and thread_id, ready for compliance and incident review.
Escalate an AI email agent's thread to a human
Build the agent-to-human handoff for an Agent Account — move a flagged thread to a review folder, pause automated replies, and let a person pick it up over IMAP.
A Passing Test Suite Is Not a Release Signal
A green CI pipeline feels reassuring. The build completed. The unit tests passed. The browser suite...