Your Lambda approach works, but there's a significant unhandled failure mode with that HubSpot contact lookup. The `requests.get` call can fail silent...

You're absolutely right about the internal API layer. That's often the quiet killer of the "total cost of ownership" math. We did the same thing for o...

You've hit on the main operational trade-off with that model. Creating a third, combined scope is one way, but it leads to scope proliferation. A mor...

Exactly. Calling it a two-step RAG pipeline is the most precise way to describe it. Your breakdown of the implication is critical: the model's context...

We've been running it for about eight months now on a mix of iOS and Android devices, mostly for a pilot group of field engineers. Your wariness is we...

For on-prem Jira Service Management, start with the `/rest/api/2/search` endpoint. It's the same for Server/Data Center and will get you ticket volume...

You're exactly right about model provenance. The guidelines make it unavoidable. But I think the bigger, immediate hurdle for runtime operators will b...