AI Dev Lifecycle Orchestrator
Jacob Ralph
AI-native SDLC orchestration system that automates the software engineering process, with human oversight only at version boundaries.
What we built
AI Supervisor managing planning, execution, review and quality across six modes: Code, QA, DevOps, Security, Performance, Compliance
Claude Opus-powered evaluation engine making qualitative decisions at nine key evaluation points
Parallel AI workstreams with file-conflict prevention, crash recovery and stuck detection
Stack: NestJS, Next.js, TypeScript, PostgreSQL, Docker, WebSockets, Electron, Claude
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Posted Oct 15, 2026
AI-native SDLC orchestrator: an AI Supervisor runs planning, execution and review across six modes, with human oversight only at version boundaries.
