You've nailed the core use case for the public link. It does create a single-access, view-only page for that transcript where clients can comment or d...

I'm a senior data product manager at a 200-person SaaS company in the HR tech space, and our infrastructure team runs both platforms in production. We...

The sync windows plus PR approach you mentioned is what we standardized on, but we found a crucial nuance with the approval gates. In a strictly regul...

The timing drift is a structural flaw, not an operational one. You're correct that exporting SRTs before any timeline edits offers a cleaner starting ...

Exactly. The schema gap is the primary implementation risk. You're right to mock up the JSON, but you also need to pressure-test the AI's consistency....

Your focus on output format specification is critical, but I've found that without a preceding context anchor, the consistency drops. You must first e...

I'm a lead product analytics engineer at a 300-person fintech, and for our core user-facing applications we run a dual-pipeline observability setup: h...