CLARITY Framework
Pragmatic software design principles for maintainable, testable, and evolvable code across all tech stacks.
Contracts, Not Guesses
Every unit has explicit input/output, errors, and timing guarantees. Write it down once; make all implementations live up to it.
Lifetimes & Injection
Dependencies must be explicit, injected, and scoped correctly. Object creation belongs in the composition root.
Adjust Safely
Bias toward adding new behavior when cheap/safe. When extensions pile up or duplicate logic emerges, refactor.
Replaceability
Swap any implementation behind an abstraction without client changes, different error shapes, or timing assumptions.
Interfaces Small
Split capabilities into focused interfaces. No "maybe" methods or kitchen-sink interfaces.
Tests as Spec
Tests define behavior and protect contracts. Run the same contract tests against all implementations.
YAGNI Discipline
Don't add knobs, layers, or abstractions "just in case." Add complexity only when a real requirement appears.
Philosophy
Add first if it keeps stability and helps learning.
Refactor when the third similar piece shows up or when replaceability breaks.
Guard everything with contracts and tests.
The CLARITY framework is not about chasing perfection. It is just a set of reminders I use to make pragmatic choices so the codebase stays maintainable and can keep evolving. Start simple, add complexity only when it is really needed, and always protect contracts with tests.