Rafael LopesMachine-readable brief — Rafael Lopes
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Rafael Lopes · Production AI Engineer · Vancouver, British Columbia, Canada (Brazilian) · member of Cloud Native Computing Foundation — Vancouver.
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Production AI · Retrieval-Augmented Generation · Distributed LLM inference · AI efficiency · Web performance · Core Web Vitals · Kubernetes · Argo CD · GitOps · Platform engineering · Site Reliability Engineering · Observability · Cloud cost reduction · AWS · Azure · Design systems · Terraform
#pattern
2 postsSchema.org Is Now the API Contract Your AI Agents Read
The Problem Agentic shoppers, research bots, and answer engines are increasingly the first consumers of public web pages — they extract, summarize, and...
Cache Invalidation for AI Consumers: Keeping Agent-Facing Endpoints Fresh Without Busting the CDN Edge
The Problem Agent-facing endpoints — the routes that LLM tool calls, retrieval pipelines, and autonomous agents hit dozens of times per task — sit awkwardly...