How to deploy specialized AI agent teams using YAML configuration files

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Spin up specialized AI teams. One YAML, zero ops.

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Antfarm

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Antfarm lets you define specialized AI agent teams for OpenClaw in YAML and run deterministic, multi-step workflows from a single install. It turns feature requests, bug reports, and security scans into verified, tested pull requests with automatic retries and zero extra infrastructure.

openclaw-orchestratormultiagent-cliyaml-workflow-runner

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What to expect from an ideal product

1. Define your AI agent teams in a single YAML file with clear roles, responsibilities, and workflows for each specialist agent
2. Deploy multiple agent types like code reviewers, security scanners, and testers without setting up separate infrastructure or complex configurations
3. Configure deterministic workflows that automatically handle feature requests and bug reports from start to tested pull request
4. Set up automatic retry logic and error handling in your YAML so agents can recover from failures without manual intervention
5. Launch specialized teams instantly with one command after defining the team structure, eliminating the usual DevOps setup time

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