User Safety: Safe-by-Design Patterns for Production Systems
A practical guide to building systems that protect users through design, not afterthought.
Systems-Design
User Safety in Production Systems: Authentication, Authorization, and Data Privacy
Users trust your platform with their data and identity. This post outlines concrete architecture patterns and production practices to keep that trust intact.
Hands‑On Build Guide: Minimal Mixture‑of‑Experts Router with Softmax Gating in Python
A step‑by‑step guide to building a minimal Mixture‑of‑Experts router in pure Python, complete with runnable code, testing, and production‑level extension ideas.
User Safety: safe – A Hands-On Build Guide for a Portfolio CV Project
A practical, end-to-end guide to building a user safety tracking system that signals real backend and systems engineering skills to hiring managers.
User Safety: safe — A Hands-On Build Guide for Your Portfolio
A complete build guide for ‘safe’ — a user safety filtering service that demonstrates systems engineering depth, from API design to extensibility, with real runnable code and a clear roadmap to production.