Building the
agentic layer
of software.
I'm Thiago, an AI Product Engineer designing autonomous agents, RAG pipelines and spec-driven products that ship fast and learn faster.
- 12+
- Years shipping
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- AI · TS · RN
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Field notes from the edge.
LLM vs inference: the model is one thing, execution is another
LLM vs inference: learn why the LLM is the trained model, while inference is the execution that runs the model to generate answers, costs, and latency.
What is the N+1 query problem?
N+1 query problem: learn why one page sends too many database queries, how to spot the pattern, and fix it with joins, preload, or batch loading in APIs.
How to create an agentic portrait particle reveal
Agentic portrait particle reveal: learn how to create a Canvas 2D brush with typed arrays, local reveal, lazy loading, and a demo video.
DDL vs DML: database structure and database data
DDL vs DML: learn the difference between SQL commands that define database structure and commands that read, insert, update, or delete data with examples.
Why Docker Sandboxes matter in the agentic era
Docker Sandboxes isolate AI agents in microVMs. Learn why that matters now, which alternatives compete, and how to start with sbx safely in real projects.