GSD Orchestrator

GSD Orchestrator is a highly resilient, state-driven workflow engine built on .NET 10. It is designed to autonomously translate GitHub Issues into tested, validated, and documented Pull Requests via an AI-native Control Plane (the Coding Autopilot System).

Key Capabilities

1. State Machine Durability: The entire Issue-to-PR pipeline is governed by an explicit state machine, ensuring tasks can be interrupted and resumed without losing context.
2. AI Verification Loops: Uses explicit SdlcBatch and SdlcPhaseStatus checkpoints to ensure code is validated, tested, and reviewed by autonomous personas before merging.
3. Multi-Agent Orchestration: Delegates specific tasks to specialized AI Personas (e.g., sdet-expert, python-expert, azure-architect) using the GLOBAL_AGENTS.md router framework.

Project Structure

• src/GsdOrchestrator/Workflows: Contains the core .NET 10 State Machine and all transition handlers.
• src/GsdOrchestrator/Mcp: The Model Context Protocol (MCP) dispatchers that interact with the local filesystem and GitHub API.
• src/GsdOrchestrator/Checkpointing: State serialization logic for workflow durability.

To dive deeper into how the states are processed, see the Architecture Guide.