engineering-culture

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.”

When NOT to use

• You need to respond to an active incident or outage (use incident response/runbooks)
• You need HR/legal policy, investigations, or employee relations handling (involve HR/legal)
• You only need to implement a specific technical improvement (e.g., “set up CI”) without culture/org/process work
• You need a full company strategy/roadmap prioritization across many bets (use prioritizing-roadmap)
• You want to build or refresh company-wide or team culture beyond engineering (use building-team-culture)
• You need to redesign org structure, reporting lines, or team topology at a company level (use organizational-design)
• You need a prioritized technical roadmap for specific projects or systems (use technical-roadmaps)
• You want to improve designer-engineer collaboration workflows specifically (use design-engineering)