Bitergia Analytics, Software Development Analytics for Your Peace of Mind - B-Boost'18

Slides for B-Boost Conference about how Software Development Analytics can help companies and organizations understand and manage their software development projects.

Transcript

1. Software Development Analytics for Your Peace of Mind Software Development Data-driven Management J. Manrique López de la Fuente @jsmanrique / @bitergia jsmanrique@bitergia.com B-Boost - Bordeaux - Nov., 2018
2. Digital Transformation Digital Transformation
3. You’ll become a technology company, if you are not yet Your software infrastructure is one of your company’s key assets Digital Transformation
4. Software Infrastructure Management Software Infrastructure Management
5. Software Infrastructure Management software infra.
6. Software Infrastructure Management Open Source Software software infra.
7. Software Infrastructure Management Inner Source Software software infra.
8. Software Infrastructure Management Open Source Software Inner Source Software software infra.
9. Software Infrastructure Management Open Source Program Office todogroup.org Inner Source Program Office innersourcecommons.org
10. “To measure is to know” “If you can not measure it, you cannot improve it” Lord Kelvin
11. Software Development Analytics Software Development Analytics
12. “collecting data is only the first step toward wisdom ...” Henry Louis Gates Jr.
13. Software Development Analytics Data sources supported by Bitergia Analytics
14. GrimoireLab / Bitergia Analytics Software Development Analytics
15. “collecting data is only the first step toward wisdom, but sharing data is the first step toward community” Henry Louis Gates Jr.
16. Software Development Analytics
17. Software Development Analytics
18. “Strategy without tactics is the slowest route to victory. Tactics without strategy is the noise before defeat” Sun Tzu
19. Goals - Questions - Metrics & Deming Circle
20. Goals Transparency Self Awareness Governance Motivational ...
21. Activity Questions How much… (code, tests, communication, review…) When... (patterns, time zones, trends…) Where… (by module, by company, by activity...) Deviations… (differential analysis, gaps…) Organization… (sequences of activity…) …
22. Activity Community Questions How many… (by role, by company, by experience…) How important… (bus factor, core/regular/casual…) Where are they working… (by activity, by code area…) How skilled… (experience, mentoring, efficiency….) How long… (attraction, retention, patterns…) ...
23. Activity Community Processes Questions How is people doing… (fix bugs, code review...) How long is taking… (fix bugs, attend contributions…) What is missing… (backlog of open code reviews...) How is performance... (test coverage, bug density, issue throughput...) Where are problems… (bottlenecks, process technical debt…) ...
24. Activity Metrics
25. Activity Metrics
26. Activity Metrics
27. Activity Community Metrics Onion Analysis New contributors
28. Activity Community Metrics
29. Activity Community Metrics
30. Activity Community Metrics
31. Activity Community Processes Metrics GitHub Pull Requests Median Open Days Uber: 4h Non Uber: 1d
32. Activity Community Processes Metrics
33. Activity Community Processes Metrics
34. “Human beings adjust behavior based on the metrics they’re held against. Anything you measure will impel a person to optimize his score on that metric. What you measure is what you’ll get. Period” You Are What You Measure by Dan Ariely
35. Plan - Do - Check - Act Christoph Roser at AllAboutLean.com
36. What’s next? What’s next?
37. CHAOSS Community Health Analytics for Open Source Software chaoss.community GrimoireLab is one of CHAOSS software projects chaoss.github.io/grimoirelab CHAOSSCon Europe - Brussels - Feb, 1st, 2019
38. www.crossminer.org Maturity Analysis
39. Graal: Generic Repository Analyzer (Source code analysis) Code quality, licenses, security ... 3rd parties analytics integration
40. J. Manrique López de la Fuente CEO at Bitergia jsmanrique@bitergia.com Software Development Analytics for Your Peace of Mind