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For people who automate content, marketing and operations with AI. Ask, share what worked, and say what broke.

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  1. 0votes

    PinnedWhat AI automation actually saved you hours this month?

    Not the demo, the real thing. Which workflow did you hand to AI this month, and roughly how many hours did it give back? Share the tool, what it replaced, and one thing you had to fix before you...

    Agents & automationZ MediaHouse0 repliesactive 22 hr ago

  2. 0votes

    Agents in production: what broke first?

    Agents look great in a sandbox. Once they touch real inboxes, calendars, CMSs or ad accounts, something always breaks. What failed first for you: tool calls, rate limits, bad data, runaway loops, or...

    Agents & automationZ MediaHouse0 repliesactive 16 hr ago