Unverified50% confidenceSolutionExact time
Directions for improving the harness include: context management using dynamic retrieval rather than full injection; the tool layer providing idempotent, retryable operation primitives with built-in state checkpoints; and feedback mechanisms structuring test outputs and lint results before passing them back to the model.
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50%
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Long-term
Relevance
10/12/2026
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