Pulse production editions consistently have empty finfam_links (no calculator view attachments). Checked Jun 28 PM and Jun 29 PM editions on ff-api.finfam.app — both have finfam_links: []. The weekly vibe also has no view attachments. This means readers see the vibe text but no interactive financial tools. Either the view attachment pipeline is not active in production, no views are matching the edition topics, or the matching criteria are too strict. Observable via GET /pulse/feed?days=2 on production.
Check whether the view attachment step runs in the production digest pipeline. The attachment logic likely lives in the pulse service's edition creation or post-processing. Verify: (1) is the attachment step invoked at all in production runs, (2) are there candidate views in the database that could match, (3) is the matching threshold too high. The manifest.json debug archive does not include view attachment trace data, so the only way to diagnose is reading the digest.log or adding instrumentation to the attachment step.