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Card 817 of 9992026-08-31 issue

Observed arrival · 2026-08-31

stfuopus.lol — The Apology Tax Calculator

stfuopus.lol Observed source
Editorial interest 84/100 Selection signal · not a rating of the site

An interactive calculator that turns AI token usage, cached context, turns, and apology phrases into a mock “grovel tax.”

Landing page captured for the 2026-08-31 issue.

Field notes

The calculator exposes separate inputs for prompt context size, grovel severity, apology count, and additional turns, then records the result in a receipts-style ledger. Its displayed formula combines output-token charges with cache-read and turn costs, and one example totals $143.10 across 42 turns and 18 detected grovels. The page also links to a GitHub destination and presents five seeded failure scenarios, including a shell-scripting post-mortem whose repository-destruction figures are claims made by the site.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use

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Landing page observed 2026-08-31. The live site may have changed.