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IgnitionAI: AI Production Workflow
Explore an AI-first development workflow where specialized AI agents build software, guided by human oversight through rigorous planning and hardening cycles for production-ready code.
This presentation details a paradigm shift in software engineering where AI is the primary builder and the human is the Principal Orchestrator.
The Core: It replaces traditional human team roles with specialized, adversarial AI agents.
The Rigor: It implements the Planning Gauntlet (Architect/Critique/Revise) and the Hardening Cycle (Review/Fix/Test) to ensure that solo output meets industrial production standards.
The Impact: It enables a single engineer to operate as a full-force squad, delivering mission-critical software with zero-drift and zero-bug tolerance.
This presentation describes the workflow I’ve developed building production software using AI at my day job (IntelePeer) as well as in my side projects (IgnitionAI)