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Beyond Prompt Engineering: Why Modern AI Workflows Require Orchestration Platforms on Top of Tools Like Claude Code

This story is from 2026-08-24. It is preserved in the archive; the latest stories are on the live feed.

A team of forty engineers gives every one of them Claude Code. Individually, each session is impressive — specs get read, code gets written, tests get run. Six weeks later, the platform team is fielding a different complaint: nobody can predict what an agent will do twice in a row. The same spec, r…

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  1. 2026-08-24 07:17 · DEV Community — Machine Learning
    Beyond Prompt Engineering: Why Modern AI Workflows Require Orchestration Platforms on Top of Tools Like Claude Code

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  4. Cat Wu, product lead for Claude Code, leaves Anthropic — Business Insider AI
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