Engineering Notes · AI · Cloud · Systems

Engineering Notes

Field notes on building AI systems, cloud infrastructure and software that survives contact with real users. No surface-level tutorials — just what I learned shipping.

Articles

Deep DivePT · EN11 min read

RAG in production: what nobody tells you about retrieval

Field notes from building Retrieval-Augmented Generation pipelines that survived contact with real users: chunking, hybrid retrieval, reranking, evaluation, and the costs that only show up after deploy.

IARAGLLMEmbeddingsArquitetura