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Large language models are increasingly embedded across the DevOps pipeline, from planning and code generation to testing and deployment, yet multi-agent LLM pipelines remain opaque: errors propagate s...
Multi-agent LLM pipelines
Role specialization
Accountability
Traceability
Code generation
Execution-based verification
Pipeline design
