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Loop vs. Graph: How to Actually Build with AI Agents episode artwork

EPISODE · Aug 28, 2026 · 16 MIN

Loop vs. Graph: How to Actually Build with AI Agents

from Jarvis Reports

ALEX and JORDAN break down the loop-vs-graph question for building AI agent systems: why a loop is just a graph with one node, why the stop condition (not the model) is the hardest part, the five signals that actually justify a graph, the sobering cost and failure numbers (4x vs 15x tokens; 41-86% multi-agent failure rates), the maker/checker split, and the seven anti-patterns to avoid. Based on the August 2026 loop-vs-graph deep research report.

Episode metadata supplied by the publisher feed · Published Aug 28, 2026

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Loop vs. Graph: How to Actually Build with AI Agents

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