The model benchmark is very high. Why does it still happen that "the code has been chan...

The model benchmark is very high.

Why does it still happen that "the code has been changed and the task failed" after connecting to the real Agent?

This issue only explains one mechanism: the model provides capabilities, and Harness determines how these capabilities pass through tools, Retry Budget, Verifier, failure loops, and readback, and finally become verifiable delivery.

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flowchart LR
  format-short_note["short signal"]
  topic-agents["agents"]
  topic-harness-engineering["harness engineering"]
  topic-evaluation["evaluation"]
  topic-tooling["tooling"]
  capability-agent-workflow["agent workflow"]
  capability-harness-engineering["harness engineering"]
  capability-evaluation["evaluation"]
  format-short_note -->|covers| topic-agents
  format-short_note -->|covers| topic-harness-engineering
  format-short_note -->|covers| topic-evaluation
  format-short_note -->|covers| topic-tooling
  format-short_note -->|signals| capability-agent-workflow
  format-short_note -->|signals| capability-harness-engineering
  format-short_note -->|signals| capability-evaluation

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flowchart LR
  thesis["The model benchmark is very high. Why does it still happen that \"the code has been changed and the task fai..."]
  signal["The model benchmark is very high."]
  operator["Why does it still happen that \"the code has been changed and the task failed\" after connecting to the real..."]
  implication["This issue only explains one mechanism: the model provides capabilities, and Harness determines how these c..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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