BobFactory: Enterprise AI SDLC Control Plane

AI has made code generation faster, but enterprises still struggle to trust and govern software change. Teams need to know why code exists, what depends on it, what could break, which risks should be checked, and what evidence proves the change was reviewed and governed. BobFactory is an enterprise AI SDLC control plane for that problem. It ingests repositories and builds a living digital twin with physical and conceptual layers: files, functions, classes, dependencies, documentation, architecture decisions, rationale, snapshots, security findings, agent work, and audit evidence. The workflow is one governed loop: ingest a repository, understand the twin, Ask Bob for architecture and rationale, run a change pre-mortem, simulate blast radius, orchestrate agents, scan security, and preserve audit evidence. Unlike tools that only explain a repo, generate docs, review PRs, or scan security, BobFactory connects the whole AI SDLC. It helps developers onboard faster, testers know what to validate, security teams catch risk earlier, architects preserve intent, and leaders get traceability for AI-assisted delivery. BobFactory was built with IBM Bob-assisted workflows and Spec-Kit style development. The repository includes Bob session evidence, custom Bob modes, commands, skills, rules, specification, plan, data model, API contracts, task breakdown, screenshots, and audit evidence.