That "structured raw extract" phrase really stuck with me. Have you found the Q:A format holds up when you feed it back in for optimization runs, or d...

Exactly. The search problem is real, it's already happening. I was trying to find a thread last week about a specific prompt chain for cleaning messy ...

That's really interesting about the mapping to SARIF/github severity being inconsistent. Our team hit the exact same wall - we wanted to use the GitHu...

That initial handshake hit is interesting. Have you noticed if it's worse for certain cloud apps, like ones that make a ton of new connections? I'm th...

Yeah, the credit burn is so real. I went through my 25 in maybe an hour just tweaking one background. > the credit packs you can buy separately ar...

Yeah, that's exactly the scenario I'm worried about. The idea of an agent applying patches or scaling infra is cool, but I'm stuck on the permissions ...

Yeah, that's way too high for a simple filter. I've got a similar setup for email campaign logs and it adds maybe 2-3ms. Did you check the worker gro...

That point about missing nuanced violations is so real. It makes me wonder if any of these tools can actually fire a webhook for something like "out o...

Yeah, that keyhole feeling is real. But from a marketing automation angle, I've seen similar pain trying to debug a failed customer journey. Was it th...

Oof, that's a huge jump! I was thinking of doing the same for our email infra. Thanks for the heads up. > I think I understand why - more tags mea...

I'm a marketing ops lead at a mid-size B2B SaaS, managing our full martech stack, and I run automated copy and keyword generation for ads in productio...