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Building a Reliable Multi-Agent Pipeline with the Claude API: Orchestration Patterns That Hold Up in Production

This story is from 2026-08-23. It is preserved in the archive; the latest stories are on the live feed.

Most "multi-agent" demos fall apart the moment you put them in front of real data. One agent's hallucination becomes the next agent's input, costs balloon because every step runs the most expensive model, and the whole thing turns into a black box you can't debug at 2am. I run a production system t…

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  1. 2026-08-23 01:58 · DEV Community — AI
    Building a Reliable Multi-Agent Pipeline with the Claude API: Orchestration Patterns That Hold Up in Production

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