How would you build an orchestrator-based multi-agent software development pipeline?

juniorrafael · reddit · 2026-08-31

The poster wants a multi-agent dev pipeline: one main orchestrator agent takes a project goal and automatically coordinates specialized agents — PRD, architecture, database, frontend, backend, testing/QA, security, and documentation — with shared context so they continue each other's work instead of running as isolated sessions.

Unfamiliar with harnesses, loops, graphs and orchestration, they ask the community whether to use graphs/workflows, agent loops, subagents, or a custom harness, and for open-source frameworks or examples worth studying.

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