September 23, 2026
PostgreSQL routine tasks handed to an autonomous agent: 800+ test databases
On September 23, the SberTech team described an autonomous agent it ran on 800+ test databases. In an R&D test, it detected anomalies through an LLM and performed VACUUM/ANALYZE. The author included the instructions and full code.
In June 2026, the team described a GigaChat report for 700+ databases and the creation of TaskTracker tickets 2–3 minutes after an incident. The agent now tries to handle routine database work on its own.
The code is already available. The case includes instructions for creating the agent, an example of autonomous VACUUM/ANALYZE, and an event feed for monitoring its work.
By July 23, 2026, Stanislav Epishin had assembled tools for logs, monitoring, TaskTracker, table_bloat, and Pangolin performance in the public DBA_agent repository.
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