feat: error handling, retry with backoff, and circuit breaker
Add robust error handling to the evolution loop and LLM adapters: - Retry utility with exponential backoff for transient errors (429, 5xx, timeouts) - Per-call error isolation in evaluator and judge adapter - Circuit breaker in EvolutionLoop (trips after N consecutive failures) - CLI flags: --max-retries, --error-strategy (skip|retry|abort) - Config fields: max_retries, retry_delay_base, circuit_breaker_threshold, error_strategy - 16 new unit tests covering all error handling paths Co-Authored-By: Paperclip <noreply@paperclip.ing>
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@@ -51,6 +51,8 @@ class OptimizePromptUseCase:
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minibatch_size=config.minibatch_size,
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perfect_score=config.perfect_score,
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verbose=config.verbose,
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circuit_breaker_threshold=config.circuit_breaker_threshold,
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error_strategy=config.error_strategy,
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)
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seed_prompt = Prompt(text=config.seed_prompt)
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state = loop.run(seed_prompt, synthetic_pool, config.task_description)
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