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Multi-agent workflow orchestration triages engineering requests by category, urgency, and scope, then routes them to specialized experts in architecture, DevOps, or security to produce documented decisions. It coordinates agents across system design, PR review, and incident response workflows.

Technical conflict resolution applies a structured trade-off and evidence check protocol when specialists disagree during engineering orchestration. This decision protocol evaluates conflicting expert outputs, resolves disputes using evidence-based criteria, and records the final outcome in ADR form.

Document technical decision making by consolidating multi-agent workflow outputs into Architecture Decision Records. The orchestration process captures evidence-based trade-offs, conflict resolutions, and fitness functions, producing actionable ADRs that satisfy deterministic workflow execution requirements.

Request triage and specialist routing classifies engineering inputs by category, urgency, and scope, then dispatches work to the right subset of experts across architecture, code quality, DevOps, security, data, and performance domains for coordinated problem-solving.

Engineering orchestration supports predefined end-to-end workflows including incident response, tech-debt reduction, system design, and PR code review. These multi-agent flows coordinate specialized experts and apply cross-cutting quality gates to produce evidence-based execution plans.

Engineering orchestration is needed for system design when planning greenfield services that require coordinating domain modeling, architecture, API design, security threat modeling, CI/CD planning, and distributed-system considerations into a unified execution plan with ADR decision points.