Proof
Case gallery
Real fixture workflows run through Crash Labs. See the gate, coverage, and top finding before you upload your own.
Invoice webhook → email + charge
Classic money path. Retries and spam can double-send or double-charge.
fail
- RISK
- 100/100
- COVERAGE
- 100%
- OUTBOUND
- 3
Top finding · "Create Invoice" can fail with no backup path (Create Invoice)
webhookemailstripeField note →Payment reminders
Scheduled nag emails. Empty recipient and burst load are the usual killers.
warn
- RISK
- 33/100
- COVERAGE
- 100%
- OUTBOUND
- 1
Top finding · Nobody gets alerted when this workflow fails
scheduleemailField note →AI draft with human approval
HITL helps, but only if the approve step is really before the send.
fail
- RISK
- 100/100
- COVERAGE
- 100%
- OUTBOUND
- 2
Top finding · Retry survival: 2 side effect(s) still fire on delivery #2
aiapprovalemailField note →Leads into Google Sheets
Sheet writes look harmless until duplicates flood the CRM export.
fail
- RISK
- 97/100
- COVERAGE
- 100%
- OUTBOUND
- 3
Top finding · Webhook "Nuovo lead dal sito" can fire side effects twice (Nuovo lead dal sito)
sheetsleadsField note →Telegram + GPT bot
Chat bots with AI: coverage is partial, outbound still matters.
warn
- RISK
- 43/100
- COVERAGE
- 100%
- OUTBOUND
- 1
Top finding · Nobody gets alerted when this workflow fails
telegramaiField note →Low-risk manual flow
Control case. Should land closer to PASS when little leaves the company.
pass
- RISK
- 0/100
- COVERAGE
- 100%
- OUTBOUND
- 0
Top finding · No outbound actions detected
manualsafeField note →Gmail labels only
Label changes are not customer email. Score should reflect that.
warn
- RISK
- 33/100
- COVERAGE
- 100%
- OUTBOUND
- 2
Top finding · Nobody gets alerted when this workflow fails
gmailField note →Local HITL sample
Another approval-gated path for calibration.
fail
- RISK
- 100/100
- COVERAGE
- 100%
- OUTBOUND
- 2
Top finding · Retry survival: 2 side effect(s) still fire on delivery #2
approvalField note →
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