Incremental change and avoid sunk-cost traps

Episode notes: https://threedots.tech/episode/overcomplicated-vs-oversimplified-code/

Quick takeaways

• Complexity comes from two extremes - projects fail both when they’re overcomplicated with unnecessary patterns and when they’re oversimplified for a complex domain
• Essential vs accidental complexity - essential complexity comes from the domain itself and can’t be removed, accidental complexity is created by poor implementation choices
• “Keep it simple” is lazy advice - achieving simplicity takes effort; closing your eyes to complexity just pushes it elsewhere
• Match patterns to the problem - using the same approach everywhere is a red flag; mix simple solutions for simple parts and sophisticated patterns for complex domains
• Ship fast and iterate - if you can’t deploy daily and fear making changes, something is wrong regardless of whether it’s over or under-engineered

We discuss where complexity in software projects comes from and how to deal with it. There are two common extremes: projects that are overcomplicated because someone applied patterns they saw at a conference without understanding them deeply, and projects that started simple but became a tangled mess as they grew.

Both can be equally difficult to work with. The key insight is understanding the difference between essential complexity (inherent to your domain) and accidental complexity (created by your implementation choices). We share diagnostic signals to identify unhealthy projects and practical advice on matching your tools to the actual problem you’re solving.

• No Silver Bullet paper by Fred Brooks - discusses essential vs accidental complexity
• Domain-Driven Design (DDD) - a pattern for tackling complex domains
• Clean Architecture - another approach for managing complexity
• YAGNI (You Aren’t Gonna Need It) - principle against premature generalization
• Defensive programming - validating inputs early to prevent errors propagating
• Canary releases and rollbacks - deployment strategies that can add overhead
• Three Dots Labs blog - articles on Go patterns and architecture
• Go with the Domain ebook - free ebook about DDD in Go with 60,000+ downloads
• Wild Workouts example DDD project - complex Go project demonstrating real-world patterns
• Microservices architecture - discussed as sometimes adding unnecessary complexity
• CRUD applications - simple approach that works for some domains but not others
• The Domain Engineer training - upcoming training mentioned for early next year