Engineering · May 11, 2026 · Gynvix · 1 min read
What belongs in the Node process
The API process should own validation, authorization, and the database. The page should not.
Engineering · May 10, 2026 · Gynvix · 1 min read
TypeScript at the boundary
Types help inside the program. They do not validate the JSON that just arrived.
Engineering · April 8, 2026 · Gynvix · 1 min read
Where a Next.js boundary belongs
A server component can render the page. A client component should own only the interaction.
Artificial intelligence · April 7, 2026 · Gynvix · 1 min read
RAG is a publishing problem
Retrieval quality follows the documents you choose to publish into the index, not the model name.
Artificial intelligence · March 4, 2026 · Gynvix · 1 min read
What a retrieval system actually stores
A retrieval feature is a set of documents, chunks, and a rule for what the assistant is allowed to cite.