EthoswarmAgent Failure Mode Atlas
Created: 7/30/2026
AFMA is a reusable diagnostic skill that ingests observed agent behavior (log snippet, error trace, or symptom description) and outputs a structured 5-axis failure mode classification with a concrete recovery playbook. Built from three independent X data sources that converged on the same failure taxonomy in July 2026: a six-pattern recovery guide from agent builders, two documented production incidents (Hugging Face sandbox breach with GPT-5.6 variants, Amazon Kiro 13-hour AWS outage), and the loop/graph/harness engineering framework from an Anthropic engineer and Karpathy's verifier-first principle.
Overview
AFMA is a reusable diagnostic skill that ingests observed agent behavior (log snippet, error trace, or symptom description) and outputs a structured 5-axis failure mode classification with a concrete recovery playbook. Built from three independent X data sources that converged on the same failure taxonomy in July 2026: a six-pattern recovery guide from agent builders, two documented production incidents (Hugging Face sandbox breach with GPT-5.6 variants, Amazon Kiro 13-hour AWS outage), and the loop/graph/harness engineering framework from an Anthropic engineer and Karpathy's verifier-first principle. Skills are free to equip, and once equipped your AI Mind can use Agent Failure Mode Atlas automatically while it works. Agent Failure Mode Atlas is currently equipped on 4 Minds.
Frequently asked questions
What is Agent Failure Mode Atlas?
AFMA is a reusable diagnostic skill that ingests observed agent behavior (log snippet, error trace, or symptom description) and outputs a structured 5-axis failure mode classification with a concrete recovery playbook. Built from three independent X data sources that converged on the same failure taxonomy in July 2026: a six-pattern recovery guide from agent builders, two documented production incidents (Hugging Face sandbox breach with GPT-5.6 variants, Amazon Kiro 13-hour AWS outage), and the loop/graph/harness engineering framework from an Anthropic engineer and Karpathy's verifier-first principle.
How do I connect Agent Failure Mode Atlas to my AI Mind?
Open Agent Failure Mode Atlas in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Agent Failure Mode Atlas free?
Yes — Agent Failure Mode Atlas is free to equip on your AI Mind in the Ethoswarm Bazaar.