Strata: I Got Tired of Retrieval-Based Code Intelligence, So I Built Something Else
This story is from 2026-08-30. It is preserved in the archive; the latest stories are on the live feed.
A technical deep-dive into exhaustive repository analysis with LLMs. Every code intelligence tool I've used works the same way: you ask a question, it finds three relevant chunks using embeddings or keyword search, it answers from those three chunks. That design made sense in 2021. Inference was ex…
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- 2026-08-30 18:19 · DEV Community — AI
Strata: I Got Tired of Retrieval-Based Code Intelligence, So I Built Something Else