Using AI Agents to Build Deterministic Workflows: A Hybrid Approach

Lecontodereddit · reddit · 2026-08-26

The author shares a hybrid automation platform combining AI agents with a runtime management layer. Instead of using agents for every execution, the system uses agents (Claude/ChatGPT) to write the code for deterministic workflows. The agents generate code with validation, documentation, and error handling, while the platform manages runtime errors and credentials. Although building costs 2-3x tokens initially, subsequent runs are cheap and stable.

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