Loops + graph engineering: the full guide from prompt to reliable AI systems

goyalshaliniuk · x · 2026-09-07

A 10-minute guide to AI workflow engineering: a loop is check → fail → fix → repeat until the task is actually complete; a graph breaks complex work into smaller paths handled by specialized agents. Loops handle execution, graphs handle orchestration, and the real skill is defining what "done" means before work begins. Progression: Prompt → Loops → Graphs → Agents → Systems.

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