Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
| when | check | result | http | latency | detail |
|---|---|---|---|---|---|
| 1 h ago | mcp initialize | failed | 405 | 4 ms | http 405 |
Attributed to the source that supplied each field. Treated as claims, not facts.
No long description beyond the summary.
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.
Detect grooming, bullying, fraud, and 16+ online threats across text, voice, image, and video.