Anthropic Engineer Demos Claude Code Workflow: Moving from Prompts to Agentic Graphs

goyalshaliniuk · x · 2026-08-02

An Anthropic engineer shared her team's latest practices using Claude Code. She noted that 90% of their engineers started with self-improving loops but have now moved to agentic graphs, adding that they are no longer doing manual prompting. In the accompanying video, she builds her entire workflow live from a blank terminal in just 10 minutes.

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