... everyone, Edward here. We re launching AidentAI(Beta 2) in just a few hours! While building this, we realized the hardest part of automation isn t the 'happy path' it s the messy, unpredictable real-world events. When an automation hits a vague goal, it usually breaks. We ve shifted from 'UI design' to 'Instruction design' so our agent can actually interpret intent rather than just follow rigid lines on a graph. I d love to know ...

... anomaly detection), which alerts you to prevent setup mistakes, unnoticed sudden performance changes, hack attempts, etc. And a bulk ad launcher for teams that want to launch dozens of ads all at once. Comment from Edward.J(@edwardjia): Maker of @AidentAI here. We re trying to push automation toward real scenarios and roles, not just workflows. Early days, but it s been practical for ops and marketing use cases so far. Comment from Alex Sbille(@alex_sbille): Thanks ... ... community templates save hours of setup time, and the