Writing
Articles
Technical perspectives from building cloud platforms and learning infrastructure at scale.
2026-06-25 · 18 min read
An Engineering Program for AI Orchestration Systems
How I built DarDev Studio from scratch — falsifiable hypotheses, offline eval gates, five memory tiers, and measured outcomes (6/6 intent routing, 8/8 RAG IT) on internal engineering workflows.
2026-06-24 · 8 min read
Building a Multi-Account AWS Organization for EdTech
OU segregation, SCP guardrails, federated identity, and student lab vending — operating 100+ accounts at EdTech scale.
2026-06-24 · 6 min read
FinOps in Education Platforms
Cost governance when your users are students provisioning cloud labs — and why peak-to-trough matters more than a monthly snapshot.
2026-06-24 · 7 min read
Internal Developer Platforms for Learning Systems
Why EdTech needs browser-first IDEs, JupyterHub labs, and auto-grading — and how to treat developer experience as a product.
2026-06-24 · 5 min read
Why Payments Leave the LMS Monolith
Carrier billing, fraud screening, and async workers — architecture patterns from telecom EdTech delivery.
2026-06-24 · 6 min read
Retiring EKS When Program Demand Shifts
Platform rationalization is not failure — it is responding to multi-program EdTech reality.