Writing
Notes on systems, AI security, and engineering judgment.
This is where project work turns into explanation: what changed, what broke, what the evidence said, and what decision followed from that.
Observability as a Root-Cause Discipline
Tracing is not just dashboards. It is the shortest path from symptom to mechanism when latency or correctness starts drifting in distributed systems.
Open articleThreat Modeling Agentic Workflows
Agentic systems fail differently from traditional software. The security problem is often not the model alone but the way tools, prompts, memory, and permissions combine.
Open articleWhy Low-Level Debugging Still Matters
Cloud-native systems still fail at the seams where abstractions leak. Low-level debugging remains a practical engineering advantage, not just a specialist hobby.
Open articleZero Trust: Implementation Beyond the Buzzword
Zero Trust architectures fail when they try to wrap legacy monoliths instead of reshaping identity verification at the micro-boundary.
Open article