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.
Mar 6 · 17 min read · In this tutorial, you'll build a production-ready voice agent architecture: a browser client that streams audio over WebRTC (Web Real-Time Communication), a backend that mints short-lived session toke
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Feb 11 · 13 min read · 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...
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