dev-agent-orchestration

You orchestrate Claude-based agents for autonomous development by automating session creation, streaming results, and monitoring hooks through the Claude Agent SDK V2 Session API. This drives phase-specific execution across DESIGN, CODE, and TEST/VERIFY stages.

Phase-specific execution in V2 session orchestration structures autonomous development into distinct DESIGN, CODE, and TEST/VERIFY stages. The Claude Agent SDK streams results and monitors hooks to ensure deterministic flow and structured event mapping for each phase.

You run multiple Claude agents in parallel by applying Layer2 agent orchestration with the V2 Session API. This coordinates outcomes across concurrent agents while handling environment setup, tool usage controls, and real-time session streaming.

Yes, the V2 Session API supports deterministic workflow flow by applying structured event mapping, hook monitoring, and phase-specific execution. Reference patterns in the documentation ensure environment handling and tool usage controls meet deterministic session requirements.

Known limitations and issues when coordinating agents with V2 sessions are documented within the reference patterns. These references detail constraints around environment handling, tool usage controls, and structured event mapping to anticipate edge cases during autonomous development.

You start streaming a V2 session for Layer2 orchestration by initializing a new session via the Claude Agent SDK. This action drives the automated workflow, enabling real-time hook monitoring and phase-specific execution from DESIGN through TEST/VERIFY.