I've been working in this field for about eight years, and I still seem to be the only person who can get useful information from our logging system. Everyone else opens it, sees the query syntax, gives up, and asks me instead. I've created saved searches for common requests, ran a lunch-and-learn session, and made a one-page cheat sheet, but the improvement only lasted a couple of weeks. Most people only need logs a few times a month, so I understand why they don't want to learn another query language. Is there a logging setup or workflow that people can use with little or no training, or is being the unofficial log expert just part of the job?
4 Answers
The best solution is usually a better interface rather than expecting everyone to learn the query language. Build dashboards, saved searches, and a few report pages for the questions people ask most often. If the underlying logs are structured and the dashboards are designed around real use cases, most users won't need to write queries at all.
If people can always get an answer by asking you, they have no reason to change. When someone comes to you, point them back to the cheat sheet or ask what they already tried and what the results showed. You may need to make the process slightly less convenient before they start learning it.
Some of this may be intentional avoidance, but some of it could be a tooling problem. Ask what information people actually need, then provide simple text searches, dashboards, or scheduled reports for those tasks. If the system requires a specialized language for every basic question, improving the logging setup may be more valuable than repeatedly training users.
AI can be useful for turning plain-English questions into queries, especially for occasional users. Use an approved internal tool, avoid sending sensitive data to an external service, and treat the generated query as something to review rather than blindly trust. For recurring requests, convert the successful queries into saved searches or reports.
That works well when the query syntax is reasonably documented. It still shouldn't replace access controls, privacy checks, or someone validating the results.
This is especially important with systems that expose raw event data. A well-designed dashboard and consistent log format can make the difference between something approachable and something only specialists can use.