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Why Multi-Agent AI Pipelines Need Incremental Builds

This story is from 2026-09-05. It is preserved in the archive; the latest stories are on the live feed.

Multi-agent systems are getting more complex. What starts as one agent calling a tool can quickly become a system with multiple agents, shared context, retrieval, prompts, model calls, evaluators, and several downstream steps. The problem is that our development workflow hasn't really caught up. A…

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  1. 2026-09-05 19:38 · DEV Community — AI
    Why Multi-Agent AI Pipelines Need Incremental Builds

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