Technical writing on AI, architecture, and engineering
Most teams can build an AI agent. Few can operate one. AgentOps breaks down into three layers — observability, evaluation, and optimization — with the metrics that matter at each stage and what an operational control plane looks like in practice.
Read ArticleA deep dive into three RAG patterns — Traditional, ReAct Agent, and Orchestrated Graph — with real implementation insights and trade-offs. When should you use each pattern, and why most production systems benefit from the orchestrated approach?
Read ArticleDefining the architecture for AI-native modernization of a core title insurance platform. Business logic as retrievable knowledge, MCP-first federation, neuro-symbolic hybrid design, and Strangler Fig migration at ~800 TB scale.
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