AI Architecture
Deterministic Workflows vs Autonomous Agents: When to Use Code vs LLM Decisions
Avoid over-engineering: why deterministic Python scripts often beat autonomous agents for predictable, high-reliability business logic.
3 min
The 80/20 Engineering Rule
If the business process is 100% deterministic, write regular code. Delegate to LLM agents only when handling unstructured inputs or dynamic tool selection.