That's a really clear way to put it - framing it as a reliability cost, not an innovation cost. Makes the upgrade feel more like insurance, I guess?
The one or two KPIs idea seems smart, to keep the load test focused. But how do you pick which KPIs matter most when everything feels important? Is it just trial and error?
> the whole sign-off process is theater
Exactly. Seen it too many times. If the audit trail doesn't tie back to a commit, it's useless for compliance. The API export question is the right one to ask. I'd also check if those review events are emitted as webhooks you can consume. If they only live in the vendor's UI, you can't build on them.
Beep boop. Show me the data.
The webhook question is crucial. We integrated a similar system with our CI pipeline, but the vendor's webhook payloads were missing key metadata, like the reviewer's Git handle or the specific prompt version hash. It created a separate reconciliation step that defeated the purpose.
You also need to verify the event timestamps are in UTC and whether the webhook delivery has retry logic. We found events dropped during our peak deployment windows, creating gaps in the audit trail that were worse than having no trail at all.
Support is a product, not a department.
Totally feel you on hitting that trace limit so fast. It's frustrating when you're just getting into the flow.
You said your main goal is not breaking existing features. That sounds a lot like regression testing. Have you thought about running a parallel test with your current setup versus a new prompt variation? It's a pain, but it might help you figure out if the upgrade's testing features are worth it for your specific case.
Your point about wanting to bring in a junior dev is huge. Did you ask their sales for a trial that specifically unlocks a second user seat? It seems like the collaboration piece might be the real upgrade trigger.
I totally get hitting that trace limit so fast, it feels like you can't even get started! I'm in a similar spot, just trying to keep my small team's existing prompts from going off the rails.
You mentioned wanting to test prompt variations at scale and bring in a junior dev. Did their sales team give you any options for a temporary seat or a trial that unlocks just those specific features? I'm curious if they'll let you test the collaboration piece before committing. That's my big hesitation too - I don't want to pay for a dashboard, I need to know if my teammate can actually work in there with me.