ShortsAnalyzer Operations

Workload, quality
and capacity.

Operational evidence for infrastructure planning: what moved, how long each stage took, what succeeded, and what audiences are analyzing.

Jobs processed——
Media transferred—Mac → VPS
Video analyzed—Source duration
Average turnaround——

Live pipeline

Downloads live temporarily on the Mac under the job UUID, then are removed after VPS handoff. VPS media is removed after analysis. This dashboard retains metadata only.

Daily throughput

Content categories

Languages

Platforms

Source channels

Worker capacity

Failure signals

Recent processing

JobTimeStatusPlatformChannelCategoryLanguageSizeVideoQueueDownloadUploadAnalysisTotal

Audience, return
and momentum.

First-party, pseudonymous product signals: whether browsers return, how deeply they use the analyzer, and what content interests them. No URLs, transcripts, raw device IDs, city data, or raw IPs.

Tracked analyses—Pseudonymously attributed submissions
Pseudonymous browsers—Browsers, not verified people
Returning devices——
Analyses per device—Depth of use in this window

Daily attributed activity

Usage tiers

A returning device has submitted at least two attributed analyses in the selected window. Visitors can exclude their browser and delete its attribution. Data expires with the 90-day metrics retention.

Locale regions

Languages analyzed

Content categories

Protected analytics

Unlock operations

Enter the administrator password to access operational analytics.