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Semantic Logging in Rails and Beyond

It's never easy to manage the vast flood of logs that come from a production web application. Tools like Logstash or Graylog offer a way to turn your logs back into useful, searchable data. When I first heard about these tools I wanted to start using them straight away, but there's a catch. Logstash offers powerful regular expressions to help you extract the useful information from your logs, but in practice I found this technique turned into a nightmare very quickly.

Semantic logging means choosing a format that's easy for another program to parse (and hopefully human-readable too); these logs are easy to feed into Logstash or other tools. There's another catch: every library, gem, project, code snippet that logs information has its own format already. Is it possible to take control of this flood of information, get everything into a search engine and never again have to use the humble grep command to search your logs?

Using a bit of Ruby magic I believe it's possible and even fairly simple to implement. In this talk I explain the problems I faced and why I think you should consider adopting semantic logging in your project as well.