Airbrx CTO Michael Bissell talks about how we leverage AI without letting the dependency cause failures

Most of your warehouse bill is questions you already answered. Your DAG runs at 2am. The table is correct and it won't change until tomorrow's run. Then BI dashboards, dbt jobs, notebooks and AI agents spend all day asking the same questions anyway — and Snowflake or Databricks bills you for every one. Around 94% of warehouse statements never change a byte. Agents will only make that worse; they never get tired of asking. Airbrx is the control plane for SQL. It sits between your query consumers and your warehouse: repeats are served from cache, some queries route to cheaper compute, and everything else passes straight through unchanged. What that means in practice: - One connection string change. No drivers, no query rewrites, no migration. - Your credentials pass through to the warehouse. Never logged, never retained, never inspected. We never read the contents of your results. - You decide what caches, for how long, and what gets invalidated the moment the data changes. - Point your connection back at the warehouse any time and it's as if we were never there. Start free. Starter has no platform fee and needs no card — metered usage only, and no savings-share math anywhere. Growth and Pro add governance, audit, routing and multi-tenant control when you need them. See what you'd save: run a read-only scan of your own query history at airbrx.ai.

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