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Deterministic Multi-Agent Dev Pipeline with 12 Concurrent Sessions
A development team built a deterministic multi-agent pipeline using OpenClaw and Lobster framework: each code change is processed through specialized agents for code review, security analysis, test generation, documentation, and deployment — running 12 concurrent sessions.
Key Features
Automated code review by specialized agentSecurity vulnerability scanningTest case generation from code changesDocumentation update automationDeployment pipeline orchestration
“12 concurrent agent sessions. Each one specialized for a part of our dev pipeline. Code review, security, tests, docs, deployment. Code quality went up, deploy time went down. Win-win.”