AI now generates or assists with 42% of the code developers ship, and that share is expected to reach 65% by 2027. ClickHouse, via its open source observability stack ClickStack, tells teams when and where something broke. Hud’s runtime code sensor tells them why, how to fix it, and whether a risky change should be allowed into production in the first place. Today, ClickHouse and Hud are announcing an integration that closes the loop across the AI software development lifecycle.