... been producing music for years, mostly with Ableton, and there's one part of the workflow that still feels unnecessarily messy: collaborating with other producers

... judge has quietly become the default way people check agent output, and almost nobody states which model is doing the judging. In most setups it is the same one that produced the answer, or a sibling from the same family. That arrangement fails in a specific and predictable way. The judge does not catch the hallucination because it finds the same thing plausible, for the same reasons, out of the same training. You have not added a check. You have ... ... asked the same mind twice and written down that it agreed with itself. Errors that are correlated between producer

... trust problem you're describing is the core challenge for any warm intro product. "You know someone who knows them" is weak signal. The why now + why this path + what to actually ask is what makes it actionable vs. just informational. Sounds like you're building toward the right thing. Upvoted! If you get a chance, would love a look at AI Hive - we're solving a similar "bridge the gap between knowing and doing" problem on the enterprise ... ... emotions. We have no direct competitors

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... years trying to break into the film industry, I kept running into the same issue: unless you already have connections, it s extremely hard to get your script in front of real decision makers. At the same time, producers are constantly looking for new material, but the pipeline for discovering scripts is fragmented and inefficient. So I built Pitcheroo a pitching marketplace where screenwriters can pitch producers

... guys! Purvam here from India who spent 3 years as Prime Time Radio Producer, 1.5 years as Audiobook and original audio show producer