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Interestingly, with the move to IaC, diagnosing at the level of code change makes increasing sense. It's impressive to see their results given that perspective. Not obvious!

Seperately, we have been curious about extending louie.ai to work not just with logs/DBs, but go in the reverse direction ('shift right'): talk directly to a live OSAgent like an EDR or OSQuery, whether on a live system or a cloud image copy. If of interest to any teams, would love to chat.



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