Donnie Laur
Engineering Leader & AI Guardrails Leader
Human-created, AI-assisted
Leading AI guardrail strategy and engineering excellence. Building Engify.ai—a production B2B SaaS platform that helps engineering teams operationalize AI through structured workflows, guardrails, and best practices based on real production incidents and audit findings.
Donnie Laur is an Engineering Leader specializing in AI guardrail strategy and engineering excellence. He is the creator of Engify.ai, a production B2B SaaS platform that helps engineering teams operationalize AI through structured workflows, automated guardrails, and best practices based on real production incidents and audit findings.
Engify.ai demonstrates enterprise-grade engineering practices including RBAC security, audit logging, cost optimization, incident playbooks, ADRs, and systematic quality gates that prevent production issues. The platform serves as both a practical tool and a showcase of how to build production-ready, AI-enabled SaaS applications.
All workflows, pain points, and content are human-created, AI-assisted, representing real production incidents, audit findings, and industry best practices from engineering teams working with AI tools.
Featured Work
Workflows, guardrails, and content authored by Donnie Laur
Industry-proven workflows that prevent common AI-assisted development issues.
Real production incidents and audit findings from AI-assisted development teams.