Speckx identifies patterns in LLM outputs that signal reliability issues

A developer has cataloged common failure modes and quirks in large language model outputs—the tells that suggest an LLM is confabulating, oversimplifying, or otherwise failing to deliver. For indie makers building LLM-dependent features, recognizing these patterns early could save time debugging seemingly solid integrations.