1. Increase Test Coverage in Linux-based OS Guillermo Ponce: AWK maniac Victor Rodriguez : Linux fan

2. QA in current Linux OS’s

3. Software development is hard. Testing that software is hard, too !!! Unit tests Data corruption Error conditions Small test Interaction Features Medium Test Real user scenarios, Use real user data sources Large tests

4. The cost of a BUG !!!

5. Why we are not enabling small tests ? CI ChineseFrenchEnglishSpanish

6. Examples of outputs

7. Examples of Parsers

8. Results

10. Full architecture https://github.com/clearlinux/autospec/blob/master/autospec/count.pl

11. Future Work Logs Artificial Intelligence Automatic Parser generator

13. Thanks !! Happy conference, happy testing, and may you always find (and fix) the bug you are looking for. !!! James Whittaker et al