Beta Feedback Rollups

Beta program feedback aggregated into weekly rollups with priorities and themes - every in-product comment, Slack message, Loom recording, and crash report clustered into UI · Perf · Bug · Request, with severity scored and the latest week highlighted live.

What the managed workflow does

Pulls every signal

In-product beta widget per screen, beta Slack channel chatter, Loom recordings (transcribed), and crash/perf telemetry - every signal scoped to the beta cohort gets pulled into one weekly roll.

Clusters into 4 themes

UI · UX, Performance, Bug, Request - each item auto-classified with rationale; mis-classifications correctable by PM and learned across cycles.

Names the top of week

Per week, the top theme + severity score with verbatim teasers - so the standup conversation starts with 'this week, performance hit critical' not 'let me scroll through 64 comments'.

Tracks 8-week trend

Theme mix shift over time visible - when 'Performance' moves from 18% to 34% over 8 weeks, the slope is the story before the absolute number is.

8-week trend · top-of-week rollups · live this-week highlight

83 BETAS · 8 WEEKS · 4 THEMES · WK 16 LIVE

Inputs synthesized

In-product beta widget · per-screenBeta Slack channel · 83 testersLoom recordings · transcribedCrash + perf telemetry per session

What lands weekly

UI · UX themesPerformance themesBug themesRequest themes · roadmap signal

Inputs synthesized

In-product beta widget. Per-screen feedback widget gated to the beta cohort - every comment lands with screen-context and user-id.
Beta Slack channel. The dedicated channel where 83 testers post - every message scraped, classified, and threaded to the relevant rollup.
Loom recordings. Submitted Looms transcribed with screen-tagging - surfaced in the rollup with timestamp and finding excerpt.
Crash + perf telemetry. Sentry + datadog signal scoped to the beta cohort - perf p95s and crash rates feed the Performance and Bug themes directly.

What lands weekly

Top-of-week rollup card. Per week, the top theme · severity · 2 verbatim teasers - the standup-ready summary.
Theme trend. 8-week stacked bar showing how the mix shifts - slope changes are the early-warning signal.
Per-tester thread. Each tester's contribution stays linked to their rollup - so when one tester's perf is worse than the cohort, that's visible.
Roadmap candidate list. The Request theme converts into roadmap candidates feeding next-cycle prioritization - closing the loop with the beta cohort itself.

What you get, every week