Expired60% confidenceFactExact time
In early 2024, Andrew Ng explicitly stated that agentic workflows would be the key design pattern for driving AI application adoption, with four core capabilities: reflection, tool use, planning, and multi-agent collaboration.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
PySpur: A Deep Dive into the Open-Source Visual AI Agent Workflow Development Platform
githubPySpur-Dev5/25/2026
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