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Constellation gives your retrieval system a brain transplant. Most "code search" is just text search dressed up. Constellation parses ASTs, builds dependency graphs, and embeds at the symbol level — so when you ask "where do we handle expired tokens", you get the actual handler, not the README that mentions it.