ralphinho-rfc-pipeline

Large features are decomposed into independently verifiable work units through a structured pipeline covering RFC intake, DAG decomposition, and unit assignment. This enables coordinated multi-agent execution with explicit dependencies and integration checkpoints for complex software initiatives.

RFC-driven DAG decomposition is a process that breaks down complex software features into a directed acyclic graph of work units. You need it when orchestrating multiple agents on large initiatives that require explicit unit definitions, dependencies, and quality gates.

The best way to enforce quality gates is through a structured pipeline that applies unit validation, merge queues, and final system verification. This ensures each independently verifiable work unit meets integration checkpoints before progressing through the multi-agent execution workflow.

Scaling multi-agent orchestration across complex features requires explicit dependency management and integration checkpoints. Without structured DAG decomposition and unit assignment, coordinated execution lacks the verifiable work units needed to maintain quality and track progress through merge queues.

Implementation units are assigned to multiple agents following DAG decomposition and RFC intake. Each agent receives independently verifiable work units with explicit definitions, enabling parallel execution while maintaining structured dependencies and integration checkpoints throughout the pipeline.

Multi-agent feature development needs final system verification because individually validated units must still pass integration checkpoints. Unit validation confirms isolated correctness, but final verification ensures the merged work units function together as a complete, quality-gated software initiative.