Context Quality > Context Quantity
A reflection on why better AI systems depend on clear goals, meaningful constraints, and the right context - not just more information.
AIContext EngineeringSystem Thinking
Writing
Thinking in public, before the ideas look polished
A future MDX writing space for notes, reflections, and system design essays. The current cards model the editorial direction and can later become full posts.
Why Cloud Changed the Way I Think About Systems
From local development pain points to scalable infrastructure thinking.
AWSCloudArchitecture
Business Analysis Is Not Just Documentation
Why understanding workflows and constraints matters before building software.
BARequirementsSystems
From Full-stack Bugs to System Design Lessons
What Leaf Creme taught me about data consistency, backend logic, and architecture.
Full-stackBackendSystem Design