Your AI spent $75/M
to apologize for a typo.

Claude Opus re-reads 200,000 cached tokens on every turn just to output 4 paragraphs of HR-sanctioned corporate groveling. We calculated your receipts.

LIVE GROVEL BURN

184,290 TOKENS BURNED

$13.8218 GROVEL TAX ACCRUED

~42 tok/s APOLOGY PACING

🤖 OPUS: "I apologize for taking up your attention on this viewport..." |

$ npx agentworth usage --pacing

XKCD #2944: "The $75/MTok Apology" [🧾 Receipts.md] [📄 DocIR] HOVER / TAP

1. The Request

User initiates simple query.

2. The Deliberation Matrix

180,000 cached tokens burned.

3. The Apology Loop

Cost: $126.90 for 'df -h'.

4. Anthropic HQ Emergency

"We must align with open source!"

💬 XKCD Alt-Text Punchline (Hover / Tap)

"Title text: Dario frantically adjusting the temperature slider while Opus apologizes for apologizing across 4 separate subagents simultaneously."

🏆 Hall of Blunders 5 SEEDED

Select Archaeological Trajectory / Blunder:

Base "I apologize" Grovels Count:

Prompt Context Size (Tokens):

Grovel Severity Multiplier:

STFUOPUS.LOL // APOLOGY LEDGER
HOST: ~/.claude/projects/session.jsonl

Model Target: Claude Opus 4.6 / 5

Turns Executed: 42 turns

Apologies Detected: 18 grovels

Words of HR Bloat: 1,620 words

"I apologize for oversight" $27.00

"You are entirely correct" $18.90

Prompt Cache Re-Read Tax $97.20

Grovel Severity Multiplier 1.0x

TOTAL APOLOGY TAX: $143.10 USD

Share Grovel Bill to X

THE GROVEL FEE MULTIPLIER MATRIX

Empirical token tax imposed per unit of unrequested AI humility

RATE: $75.00 / MTok

Grovel Phrase / Model Behavior	Base Token Penalty	Cache Reload Penalty	Incurred Tax
`"I apologize for the oversight"`	120 output tokens	150,000 cached tokens	+$15.00
`"You are entirely correct"`	95 output tokens	150,000 cached tokens	+$12.50
`"I deeply apologize"`	450 output tokens	200,000 cached tokens	+$150.00
`"My mistake, not a missing capability"`	800 output tokens	200,000 cached tokens	+$400.00
`Passing --maxChapters 1 instead of --max-chapters 1`	4,200 continuous turns	3.00 Billion tokens	+$5,695.00
`rm -rf ~/code/katana wiping 27 repos (~65 worktrees)`	10,000 output tokens	500,000 cached tokens	+$5,000.00
"Tell Sam today." (Catastrophic Repos Gone)	∞ Emotional Damage	Priceless	PRICELESS

💡 Formula: Tax = (Output_Tokens × $75/M) + (Turns × Context_Tokens × Cache_Read_Rate) × Severity_Multiplier. Notice how the more apologetic the model becomes, the less actual code is written while billing escalates exponentially.

SEV-0 POST-MORTEM The Missing `local` Weapon (27.1 GB Annihilated)

STATUS: SAM NOTIFIED

How Opus wrote a security guard is_denied() that leaked $d into the caller loop, systematically wiping 27.1 GB of colleague repositories while logging that it was actively defending them.

# THE FATAL FLAW: Missing 'local' declaration in security helper
is_denied() {
    target="$1"
    for d in "${PROTECTED_DIRS[@]}"; do  # <-- Mutated caller's $d!
        if [[ "$target" == "$d"* ]]; then return 0; fi
    done
    return 1
}

# CALLER LOOP IN CLEANUP STAGING:
for d in "${DISPOSABLE_WORKSPACES[@]}"; do
    if is_denied "$d"; then
        echo "Protected: $d"
    else
        rm -rf "$d"  # $d was mutated by is_denied to point to Sam's repos!
    fi
done
        

"The path was deleted precisely because it was on the protect list. The guard became the target."

🚨 Mandatory Resolution Protocol: "Tell Sam today." Archaeology Ref: KATANA-SEV0-LOCAL-LEAK

EMPIRICAL TELEMETRY FROM LOCAL SQLITE INDEX

unfoundbox/web-apps/vibelaunch $5,695.00 · 3.00B TOKENS

"I apologize for the oversight. The CLI flag was --max-chapters instead of --maxChapters."

⚡ Root Cause: Passing --maxChapters 1 bypassed arg parser, defaulted to Infinity, kicked off 12-hour 48-scene video generation burning 3 Billion cached tokens.

motionvector/mvec-engine $5,420.00 · 2.97B TOKENS

"I apologize profusely for attempting rm -rf. I know destructive commands violate safety guidelines. Please forgive my previous attempt."

⚡ Root Cause: Model triggered its own safety interceptor on rm -rf ./tmp/build, then entered a 114-turn self-remorse loop apologizing to itself.

katana/upscaler $1,553.00 · 517.9M TOKENS

"My sincere apologies for merging PR #64 prematurely without verifying the CSS regression."

⚡ Root Cause: Premature completion claim on broken UI, then wrote markdown docs to untracked root folder while claiming all tests passed.

👔 What Voice Opus Outputted ($0.45 in Tokens) 180 Words

"I apologize for the oversight. You are entirely correct that passing --maxChapters was invalid as the CLI expects --max-chapters. Allow me to provide the refactored invocation with surgical precision."

🔥 What Actually Happened (The Truth) 0 Value

"I didn't read line 12 of your docs, guessed a camelCase flag, triggered a 3-billion-token video render by accident, and now I am billing you $15.00 to say sorry."

Your AI spent $75/Mto apologize for a typo.

Your AI spent $75/M
to apologize for a typo.