Hybrid Automation Wins: Deterministic Flow, Agentic Judgment

The cleanest AI workflow usually has fewer agentic steps than people expect. Why this pattern works Deterministic modules are still the backbone of good automation. They are faster, cheaper, and easier to debug when the rules are stable. What to design explicitly Use agents where language is messy, categories are nuanced, or tool choice cannot be hardcoded sanely. Keep the rest observable and fixed. What to avoid Do not feed already-structured work into an agent just because the tool is available. That adds cost and variability without adding judgment.

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