Autonomous agents have met their biggest challenge yet: The database.

▤ Summary

The article explains why databases are the hardest part of autonomous agent workflows. It argues that agents can handle code generation reasonably well, but they struggle with database optimization, correctness, and security. It highlights research into tuning agents and multi-round coordination to improve query performance and configuration decisions. It also warns that agent mistakes in production databases can cause outages or data leaks. The piece closes by framing autonomous database management as a key requirement for practical agentic systems.

▦ Linked Companies

Percona

$10M to $25M