Insights on bus factor analysis, M&A technical due diligence, key person dependency, contributor lifecycle tracking, and organizational health metrics.
Go beyond code audits in your M&A due diligence. Learn how to assess engineering team risk, identify key person dependencies, and quantify post-acquis...
Bus factor measures how many team members must leave before a project stalls. Learn how to calculate bus factor, interpret risk levels, and reduce dan...
Key person dependencies create organizational risk when critical knowledge concentrates in one engineer. Learn how to identify, quantify, and reduce k...
Degree of Authorship (DOA) goes beyond commit counts to measure true code ownership. Learn how the Fritz et al. model calculates authorship using crea...
Go beyond velocity to measure true engineering health. Learn the key metrics for assessing team resilience, knowledge distribution, and sustainable pr...
Learn to identify which engineers are ramping up, at peak performance, or showing signs of disengagement. Use lifecycle stages for retention conversat...
PE firms need more than code audits when acquiring software companies. Learn how to assess engineering team risk, key person dependencies, and organiz...
Effective knowledge transfer prevents key person dependencies and speeds up onboarding. Learn frameworks for identifying what knowledge to transfer an...
The Gini coefficient measures how evenly commits are distributed across your engineering team. Learn how to calculate, interpret, and act on contribut...
When a key engineer gives notice, every day counts. Use this checklist to prioritize knowledge transfer, identify at-risk systems, and plan for succes...
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