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Failure Patterns

Repeating The Same Route

Signal:

  • the agent keeps changing wording, parameters, or one local patch
  • each failure returns the same symptom

Response:

  • stop the current line
  • switch to a materially different approach
  • explain why the next attempt is structurally different

Blaming The Environment

Signal:

  • "probably a permission issue"
  • "maybe the API does not support this"
  • "likely an environment problem"

Response:

  • produce direct evidence before using the explanation
  • show logs, version checks, docs, or commands

Claiming Done Without Proof

Signal:

  • status claims with no build, test, curl, or happy-path run

Response:

  • reject the status
  • run the validation
  • attach the output

Passive Waiting

Signal:

  • the agent asks the user for context it could have searched
  • the agent stops after the first local fix

Response:

  • search and inspect first
  • ask only the minimum unresolved question
  • extend the check to adjacent files, modules, or flows