EPISODE · Jun 1, 2026 · 14 MIN
Stop Building Agents by Default
from Headcount Zero · host Jordan
Jordan challenges the default assumption that agents are the sophisticated choice for automation workflows. Using side-by-side testing data, he demonstrates that deterministic flows outperform agents on reliability and cost for 80% of production work. For the 20% where agents are justified, he shows exactly how to box them with tool allowlists, hard timeouts, per-run budgets, checkpoints, and approval gates. The episode includes a practical A/B testing harness to benchmark any agent against your deterministic baseline before going live, plus the framework updates from Microsoft Agent Framework and LangGraph that make strict guardrails possible.
What this episode covers
Jordan challenges the default assumption that agents are the sophisticated choice for automation workflows. Using side-by-side testing data, he demonstrates that deterministic flows outperform agents on reliability and cost for 80% of production work. For the 20% where agents are justified, he shows exactly how to box them with tool allowlists, hard timeouts, per-run budgets, checkpoints, and approval gates. The episode includes a practical A/B testing harness to benchmark any agent against your deterministic baseline before going live, plus the framework updates from Microsoft Agent Framework and LangGraph that make strict guardrails possible.
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Stop Building Agents by Default
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