Engineering Culture

Scope

Covers

• Diagnosing the current engineering culture and delivery system (technical, architectural, cultural, and management capabilities)
• Defining a clear engineering culture code (principles → behaviors → decision rules → anti-patterns)
• Aligning org structure with architecture (Conway’s Law) and reducing cross-team friction
• Increasing clock speed (safe shipping + experimentation throughput) and improving DevEx
• Creating a practical cross-functional workflow contract (how engineering + PM/Design/Marketing collaborate in the same toolchain)
• Making AI-assisted development safe and effective (humans as “architects”: spec, review, and oversight)

When to use

• “Help me improve engineering culture / DevEx and make it concrete.”
• “Our delivery is slow—build a plan to increase shipping speed without breaking things.”
• “Our org structure fights our architecture—analyze Conway’s Law and propose changes.”
• “We want tighter processes and faster experimentation (higher clock speed).”
• “Non-engineering functions struggle to work with engineering—define a shared workflow contract.”
• “We’re adopting AI coding tools/agents—set norms so engineers shift toward higher-level design and review.”