Blog Stuff
A place to dump notes from the journey — what worked, what broke, and the small realizations I don’t want to forget.
Designing Validation Architecture with Value Objects in Orymu
Designing sign up validation with value objects so forms stay honest, testable, and maintainable as the app grows.
GetX in Cubit Style: Single State + Explicit Effects
How I brought a Cubit-style mental model (single state + explicit effects) into our GetX codebase to make UI predictable, composable, and testable.
Biometric Enrollment & Verification Case Study
Hardware-backed biometric enrollment with canonical JSON signatures, challenge-response, and safe device binding.
Capability-Based Entitlement System
A capability-based entitlement layer for a multi-tenant Flutter app used by parents and schools.
Understanding Hallucination and Sycophancy in AI Models
Your AI doesn’t have to be a jerk to be smart.
About App Environment and a Custom Log
How I manage environment configurations and implement a custom logging system for Flutter applications to improve security and debugging.
AI Isn't Here to Replace Us — It's Here to Challenge Us to Evolve
I believe AI doesn't mark the end of human relevance — it challenges us to grow, evolve, and unlock the next version of ourselves.
The Tech is Here, the Mindset Shift is Not
Technology like GPT-4.5 and Claude 3.7 is already here and insanely capable. The real bottleneck now lies in how people think about and use AI.