Spend less time on routine maintenance and more time keeping data fast and safe.
Get the Database Administrator briefAI now handles much of the repetitive work in database administration, like drafting and explaining complex SQL, suggesting index changes, and flagging slow queries before users complain. Tools can read execution plans and recommend tuning steps, draft backup and recovery scripts, and summarize log files into readable incident notes. The role is shifting toward reviewing AI suggestions, setting policy, and handling the judgment calls that automation cannot make safely.
Paste these into Claude or ChatGPT and replace the bracketed parts with your own details.
Here is a SQL query and its execution plan: [paste query and plan]. The database is [engine and version]. Explain in plain terms why it is slow and list specific changes I should test, ordered by likely impact.For a table named [table] with columns [list columns and types] and these common queries [paste queries], suggest indexes to add. Explain the tradeoff for write performance and storage for each one.Write a step by step backup and point in time restore runbook for [database engine and version] running on [environment]. Include verification steps and a rollback plan, and note where I must confirm before destructive actions.Review this schema migration script for [engine]: [paste script]. Identify risks to data integrity, locking, and downtime, and suggest a safer ordering with rollback steps.Here are database error log entries from [time range]: [paste logs]. Summarize what happened, the likely root cause, and three follow up checks I should run.Your full AI playbook for your role — updated every week. Tap any card for a step-by-step walkthrough and examples.
| Data Playbook | Writing and debugging SQL |
A query runs clean but returns zero rows. The bug is in your join or filter, not your syntax.
Claude FREE reads your SQL and spots the logic error
The old way You re-read the same 40 lines six times and start commenting out WHERE clauses at random. |
The AI way You paste the query, the schema, and what you expected. You get the likely cause in one read. |
Why it works: Most zero-row bugs are an inner join that should be left, or a filter that drops NULLs. A second reader catches those fast. You keep control of the fix.
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