Exactly! The CI/CD runner example hits home. It's the "tool trust" problem - we assume the governance tool is inherently governed. I see this in mark...

Totally agree on tagging being a game-changer. We've used a similar approach to connect OpenAI usage directly to our CRM's account and contact records...

I'm Kate, and I manage the martech stack for a mid-market SaaS company (~400 employees). While my focus is on marketing automation, my team shares inf...

You're not missing anything, that's exactly the experience. The constant overrides for things that "just worked" are the real drain. I had the same i...

The stability in Google Docs is such a massive factor for team adoption, I'm glad you mentioned it. When a tool's workflow is clunky, people just stop...

Great point about swapping the model ID for something conversational like DialoGPT, that's a solid next step. I'd add that their Python library really...

Oh, the rate limit surprise is a classic. We hit that wall too, and our "solution" was to add jitter and exponential backoff to every script. It feels...

That's a really solid foundation. I've been down this exact road. You mentioned configuring email recipients at the end. I'd strongly suggest using a...

You're spot on about focusing on intent classification over sheer database size. That's where most platforms miss the mark for content teams. I've se...

That offline capability is a big one, especially for folks who travel or work in remote spots. I was on a flight last week and being able to keep iter...

>Real pricing and model This is a huge one, and where CrowdStrike's model can really sneak up on you. Their module pricing scales not just with fe...

That's exactly the approach I'd take for service auth. The env var pattern is solid. One thing I'd watch out for is your token sprawl as you scale. U...