Blog
Notes on product, architecture, and building solo
Shorter and rawer than the case studies — written as things happen, not polished after the fact.
Topics
Everything here maps back to one of five pillars — from problem framing to the decisions I'd make differently next time.
01
Product Thinking
Problem DiscoveryMVP ScopingPRD WritingMetrics & Success CriteriaGo-to-Market
02
System Design
API DesignDatabase SchemaAuthenticationCaching & PerformanceScalability Trade-offs
03
AI Engineering
Prompt EngineeringRAG PipelinesAgents & Tool UseEvaluation & GuardrailsCost Optimization
04
Shipping & Scaling
DeploymentMonitoringUser Feedback LoopsIteration CyclesGrowth Levers
05
Decision Journal
Why This Stack?Trade-offs I MadeMistakes & FixesWhat I'd Do Differently