AWS's New AI Agents Automate Database Diagrams and Security Reviews

Amazon Web Services just showed off a new tool called Amazon Bedrock AgentCore—think of it as a workbench for building AI agents, which are AI programs that can take action on their own instead of just answering questions. To prove what it can do, AWS shared two real examples that do the grunt work software teams hate.

The first example helps with database diagrams. When teams change a database, they're supposed to update a chart showing how all the data tables connect. Doing this by hand takes forever, so these charts often go stale. The new AI agent reads the database's structure—only the structure, not the actual data—and draws the updated chart automatically. It's like having an assistant who instantly updates the floor plan of a building whenever you move a wall.

The second example is a tireless security guard for code. Every time a developer saves or submits new code, a team of AI agents scans it for security holes, checks it against known vulnerability lists, and flags anything that breaks company policy. It delivers a plain-English report that human reviewers can act on. No more waiting days for a security audit.

The bigger story here: this is how AI is quietly entering the workplace. It doesn't replace people—it removes the repetitive, error-prone chores. For non-engineers, this means software arrives faster with fewer flaws. And it shows that AI's real value is taking over the boring stuff so humans can focus on actual decisions.