An LLM-backed agent runs first; on failure or timeout a deterministic rule engine guarantees a finalised outcome
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Inspecting compiled semantics
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Primary Path
• The LLM-backed agent runs first on every case
• A verify gate confirms the model output before finalising
• Finalised is a single guaranteed terminal state
Fallback Contract
• Any failure or timeout diverts to the rule engine
• The deterministic fallback needs no model to run
• Every case still lands on the same finalised state
Why It Matters
• Fallback, not best-effort, is the reliability contract
• The case can never hang in a non-terminal state
• Determinism bounds worst-case latency and cost
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