Designed a software-delivery workflow built from specialised agents, coordinated by contract-driven development: architecture contracts are frozen before implementation starts, changes pass through structured governance, and a human approves contracts, foundational changes and final closure. Paired with review expectations for AI-generated code.
Designed a software-delivery workflow built from specialised agents — product, architecture, development, QA, security, DevOps and an orchestrator — coordinated by contract-driven development: architecture contracts are frozen before implementation starts, changes pass through structured governance, and a human approves contracts, foundational changes and final closure. Paired with review expectations for AI-generated code: mandatory self-review, TDD-first, and design review before implementation.
Multi-agent orchestration · Contract-driven development · AI-native SDLC · Human-in-the-loop
Claude · OpenAI · Gemini · agent orchestration · persistent session state
A delivery workflow I designed, built from specialised agents. An orchestrator governs the phase gates, contracts are frozen before building starts, and every change is classified first. A foundational change stops the line until a human approves and the contracts are re-frozen. A human approves contracts, foundational changes and final closure.A delivery workflow I designed, built from specialised agents: an orchestrator governs the phase gates, contracts are frozen before implementation starts, and a human approves contracts, foundational changes and final closure.