agency-agents-orchestrator

An autonomous pipeline orchestrator coordinates multiple specialist agents for end-to-end development by managing phased workflows, task-level QA gates, and context-preserving handoffs across PM, architecture, development, and integration.

Automating task-level QA gates and agent handoffs requires an orchestrator that applies continuous quality loops, automatic retries up to three attempts, and explicit task state tracking to ensure full context is preserved between agents.

Set up phased workflows for complex software projects by configuring an orchestrator to drive sequential phases: Project Analysis and Planning, Technical Architecture, the Development-QA Loop, and Final Integration.

Autonomous pipeline orchestration supports escalation policies for failed tasks by implementing automatic retries up to three attempts within the QA loop before escalating the issue to maintain delivery alignment.

You can use a single launch command to run a complete development pipeline by spawning an orchestrator with agent templates to coordinate PM, ArchitectUX, Developer, and EvidenceQA until all tasks pass QA.

You should not use an autonomous agent orchestrator for simple projects lacking complex phased requirements, as its task-level QA gates, retry policies, and multi-agent handoff coordination are built for end-to-end development pipelines.