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Engineering Management

11 articles tagged with Engineering Management

5 Leadership Mistakes That Kill Engineering Teams — And the Data That Proves It

The biggest threats to engineering team health aren't technical problems. They're leadership patterns that erode trust, destroy psychological safety, and drive top performers to quit. A data-backed analysis of the five most destructive management mistakes in software organizations, with specific frameworks for identifying and reversing each one.

11 min readMichael Eakins
Engineering ManagementLeadershipTeam Culture+5

AI and Developer Productivity: What the Data Actually Shows

The measured impact of AI coding assistants on developer productivity ranges from 26% to 55% depending on the study and task type — but the real story is more nuanced. This data-driven analysis examines the major studies from GitHub, Microsoft Research, McKinsey, Google DORA, and academic institutions, revealing where AI delivers genuine gains, where it falls short, and why the quality question matters more than the speed question.

13 min readMichael Eakins
AIDeveloper ProductivitySoftware Engineering+4

Platform Engineering in 2026: What Works, What Doesn't, and Why It Matters

Platform engineering has moved from buzzword to organizational necessity. This guide examines what platform teams actually build, how they measure success, the build-vs-buy decision for internal developer platforms, team structures that work, and the patterns separating effective platforms from expensive shelfware — with real data from organizations running platform engineering at scale.

10 min readMichael Eakins
Platform EngineeringDevOpsDeveloper Experience+4

The Engineering Metrics That Actually Matter — Measuring Team Health Without Destroying It

DORA metrics, SPACE framework, and deployment frequency tell part of the story. But the metrics that predict team burnout, attrition, and long-term velocity are the ones most organizations don't track. A comprehensive guide to non-intrusive engineering health measurement that improves outcomes without creating surveillance anxiety.

10 min readMichael Eakins
Engineering ManagementProductivityDORA Metrics+5