Yes, there absolutely is a "Constraint Driven Design" pattern, though I've found it works less as a rigid methodology and more as a conversational approach to problem-solving. The basic flow looks something like: * Start by explicitly articulating what you know must be true (constraints) * Let these constraints interact to reveal implications you hadn't considered * Use these revelations to discover new constraints * Repeat until the solution space comes into focus
In the Blueprints section, I walk through how this works with Firestore queries - transforming documentation into explicit constraints that interact to reveal exactly what's possible and impossible.
As for domains, I've found this approach particularly powerful for: * API design (constraints become your public interface) * Database modeling (constraints reveal natural structures) * UI/UX (constraints map to user mental models) * System integration (constraints expose compatibility boundaries)
For LLMs specifically, I've discovered something fascinating: they're excellent at generating potential constraints, but terrible at understanding how constraints interact. In "Inner Logic," I explore how we might build systems that combine the pattern-matching strengths of neural networks with the logical reasoning of constraint solvers.