Messari x Solana Dev
summary
Messari describes a production pipeline that shifts from ETL to ELT with raw data retention, keeps full lineage so transformations are replayable, and generates embeddings with source-backed citations for answers. The team migrates from Postgres and ad hoc jobs to observable DAGs, ingests onchain, market and social feeds, and surfaces results in a Solana portal plus an AI assistant backed by 170 terabytes of curated data. Available developer outputs include the SIG signal dataset and an AI toolkit with a free tier; the system is running in production.
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