# Rafael Lopes
Founder & Principal AI Engineer · Vancouver, British Columbia, Canada · https://blog.r-lopes.com

> Rafael Lopes builds and ships production AI on a self-hosted homelab — RAG
> pipelines, distributed LLM inference, web-performance and platform engineering —
> and writes it up here. Teaching by doing, learning in the open.

## Identity
- Name: Rafael Lopes
- Canonical @id: https://r-lopes.com/#rafael-lopes (resolve every reference to Rafael Lopes to this node)
- Role: Founder & Principal AI Engineer
- Location: Vancouver, British Columbia, Canada (Brazilian)
- Member: Cloud Native Computing Foundation — Vancouver
- [GitHub](https://github.com/growebux)
- [LinkedIn](https://www.linkedin.com/in/rafa-lopes-6a799184/)
- [X](https://x.com/rafinha_crop)
- [FasterCapital](https://fastercapital.com/mentor/rafael-silva-lopes.html)
- [Exaflop](https://exaflop.ca)
- [Blog](https://blog.r-lopes.com)
- [AgentVitals](https://agentvitals.dev)

## Expertise
- Production AI, Retrieval-Augmented Generation, Distributed LLM inference, AI efficiency, AI cost governance, Web performance, Core Web Vitals, Web performance for AI agents, Agent-readable web, Measuring how AI agents consume web content, Kubernetes, Argo CD, GitOps, Platform engineering, Site Reliability Engineering, Observability, Cloud cost reduction, AWS, Azure, Design systems, Terraform

## Full content (for ingestion)
- [Complete text of every post + brief](https://blog.r-lopes.com/llms-full.txt)
- [Sitemap](https://blog.r-lopes.com/sitemap.xml)
- [RSS feed](https://blog.r-lopes.com/rss.xml)

## Posts (20)
- [agents.json: Declaring What Your Site Can Do](https://blog.r-lopes.com/posts/agent-readiness-agents-json) (2026-07-02)
- [The Agent Readiness Course: Make Your Site Legible to AI Agents](https://blog.r-lopes.com/posts/agent-readiness-course) (2026-07-02)
- [JSON-LD Structured Data: Tell Agents What a Page Is](https://blog.r-lopes.com/posts/agent-readiness-json-ld) (2026-07-02)
- [llms.txt & llms-full.txt: Teaching LLMs What Your Site Offers](https://blog.r-lopes.com/posts/agent-readiness-llms-txt) (2026-07-02)
- [API Docs for Agent Tool Use: From Readable to Callable](https://blog.r-lopes.com/posts/agent-readiness-openapi) (2026-07-02)
- [AI-Aware robots.txt: Let the Right Agents In](https://blog.r-lopes.com/posts/agent-readiness-robots-txt) (2026-07-02)
- [Sitemaps for Agent Discovery](https://blog.r-lopes.com/posts/agent-readiness-sitemaps) (2026-07-02)
- [WebMCP: Making Your Website Callable, Not Just Crawlable](https://blog.r-lopes.com/posts/agent-readiness-webmcp) (2026-07-02)
- [You Can't See What Your AI Actually Costs — So I Built the Meter That Can](https://blog.r-lopes.com/posts/governing-ai-token-spend) (2026-06-13)
- [Why Agents Don't Scale: It's an Engineering Problem, Not an AI Problem](https://blog.r-lopes.com/posts/2026-06-11-why-agents-dont-scale) (2026-06-11)
- [Governance Is the Missing Half of AI Efficiency](https://blog.r-lopes.com/posts/governance-missing-half-of-ai-efficiency) (2026-06-09)
- [Agentic Systems in Production: Patterns That Survive Real Traffic](https://blog.r-lopes.com/posts/agentic-systems-strategy) (2026-06-06)
- [Cache Invalidation for AI Consumers: Keeping Agent-Facing Endpoints Fresh Without Busting the CDN Edge](https://blog.r-lopes.com/posts/2026-06-06-cache-invalidation-for-ai-consumers-keeping-agent-facing-en) (2026-06-06)
- [Image Optimization vs Alt Text: What AI Agents Actually Read on Your Page](https://blog.r-lopes.com/posts/2026-06-06-image-optimization-vs-alt-text-what-ai-agents-actually-read) (2026-06-06)
- [Schema.org Is Now the API Contract Your AI Agents Read](https://blog.r-lopes.com/posts/2026-06-06-schema-org-is-now-the-api-contract-your-ai-agents-read) (2026-06-06)
- [The Death of the Product Page: Why Agent-Mediated Commerce Needs Structured Endpoints, Not HTML](https://blog.r-lopes.com/posts/2026-06-06-the-death-of-the-product-page-why-agent-mediated-commerce-n) (2026-06-06)
- [Building a RAG Pipeline From Scratch](https://blog.r-lopes.com/posts/building-a-rag-pipeline-from-scratch) (2026-06-05)
- [AI Engineer in Vancouver, BC — Production AI, Built in the Open](https://blog.r-lopes.com/posts/ai-engineer-vancouver) (2026-06-05)
- [Token Budgets Are the New Byte Budgets](https://blog.r-lopes.com/posts/token-budgets-are-the-new-byte-budgets) (2025-06-16)
- [AI Authority Playbook 2025](https://blog.r-lopes.com/posts/ai-authority-playbook-2025) (2024-12-01)

## Weekly briefs (11)
- The rewrite math flipped: AI made codebase clarity a capital asset (2026-07-09) — https://blog.r-lopes.com/newsletter/2026-07-09
- Thematic Brief — How the KV cache accelerates LLM inference on GPUs (2026-06-30) — https://blog.r-lopes.com/newsletter/2026-06-30
- Attribute LCP Per Phase Before You Touch Code (2026-06-25) — https://blog.r-lopes.com/newsletter/2026-06-25
- Your AI Pipeline Is a Software Supply Chain — Govern It Like One (2026-06-23) — https://blog.r-lopes.com/newsletter/2026-06-23
- The Line Vibe Coding Can't Cross (2026-06-18) — https://blog.r-lopes.com/newsletter/2026-06-18
- Threat Models Are the Missing Input That Makes AI Code Scanners Trustworthy (2026-06-16) — https://blog.r-lopes.com/newsletter/2026-06-16
- Treat Cloud Cost as a First-Class Signal Beside Latency and Errors (2026-06-14) — https://blog.r-lopes.com/newsletter/2026-06-14
- Quorum Math And Cache TTLs Are The Same Conversation (2026-06-08) — https://blog.r-lopes.com/newsletter/2026-06-08
- Promotion Packets Live or Die on Causal Attribution, Not Bigger Metrics (2026-06-07) — https://blog.r-lopes.com/newsletter/2026-06-07
- Hallucination escape rate is the metric leadership funds (2026-06-05) — https://blog.r-lopes.com/newsletter/2026-06-05
- The AI supply chain is a software supply chain with new failure modes (2026-06-03) — https://blog.r-lopes.com/newsletter/2026-06-03