Staff software engineer focused on AI/ML, distributed systems, resilience, and platform architecture. I write practical tutorials on event-driven design, Kubernetes/service mesh, API governance, and AI agents with clear tradeoffs and production lessons. (Views are my own.)
Architecture/design reviews, reliability & resilience patterns, event-driven systems, Kubernetes/service mesh adoption, API governance, and practical AI agent design (memory + tool boundaries + guardrails). Also open to writing collaborations, podcasts, and mentoring.
Why Personalization Breaks Most AI Agents Personalization is one of the most requested features in AI-powered applications. Users expect an agent to remember their preferences, adapt to their style, and improve over time. In practice, personalization...
