artifact-orchestration

Multi-agent artifact generation coordinates multiple agents through a defined workflow: a primary author drafts the artifact, parallel reviewers provide feedback, a synthesizer merges inputs, and archival tracks versions. This approach ensures comprehensive coverage and conflict resolution for high-quality technical documents like architecture specs and test plans.

Multi-agent orchestration supports software development artifacts including Software Architecture Documents, test plans, deployment plans, requirements specifications, and threat models. Each document type follows the same structured workflow of drafting, parallel review, synthesis, and versioned archival.

Parallel reviewers provide diverse perspectives simultaneously, and a synthesizer resolves feedback conflicts to produce a unified final artifact. This structured governance ensures documentation meets technical requirements while capturing multiple viewpoints and maintaining consistency.

Yes, the workflow includes versioned archiving with metadata indexing, enabling governance and historical tracking of artifact iterations. This supports audit trails, version comparison, and retrieval of previous documentation states.

Define artifact templates, designate a primary author, specify required reviewers for parallel feedback, and configure archival parameters. The orchestration then automates agent dispatch, feedback collection, synthesis, and indexed storage.

A synthesizer component applies conflict resolution logic to merge parallel reviewer feedback into a coherent final artifact. This ensures contradictory inputs are reconciled according to defined governance rules rather than dropped or duplicated.