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A public debate on X in mid-2026, sparked by OpenClaw founder Peter Steinberger, has popularized 'graph engineering' as a method for structuring AI agent workflows. This approach defines nodes, routing logic, and checkpoints in advance, shifting control from a single model loop to a predefined structure. It aims to solve issues like skipped checks and inconsistent quality in complex, repeatable AI tasks.
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