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SQL query logs hold the context AI agents need to stop hallucinating joins
When Miro’s data team pointed AI agents directly at its Snowflake environment, the agents got the wrong answer more than 65% of the time. The problem wasn’t the model — it was context. With more than 10,000 tables and no semantic layer to guide routing, the agents had no way to know which data assets matched which business questions.DataHub is releasing a context intelligence layer Thursday [...]
Autonomous Agents Are IT’s Next Painkiller
In the AI gold rush, I see two distinct categories of solutions: vitamins and painkillers. A vitamin is something that helps you write better copy or polish a slide deck, which only boosts your productivity so much. A painkiller, however, is a matter of systemic survival. It can help you fix an issue before it gets out of hand or deal with a global outage, like when one CrowdStrike change crashed [...]
