Cloud architecture that actually ships to production.
Joscor is the consulting practice of Joshua Cornutt. I help technical leaders move from MVP to production-scale SaaS on OpenStack, OpenShift, and Kubernetes – and build AI-optimized operational processes that keep them there.
Where I focus
Twenty years of shipping real cloud infrastructure. No frameworks-of-the-month, no vendor talking points.
OpenStack at scale
Multi-region OpenStack deployments with Kolla-Ansible, Keystone federation, Neutron networking that doesn’t fall over, and Ceph storage tuned for real workloads. I’ve built public and private clouds from the ground up.
OpenShift & Kubernetes
Production Kubernetes platforms with GitOps, sane RBAC, and operators that don’t page you at 3am. Multi-cluster architecture, observability that isn’t just green dashboards, and real cost control.
Cloud architecture & automation
Infrastructure-as-code that survives the first production incident. Terraform, Ansible, pipelines that actually test changes before they land, and architecture reviews that find the bottleneck before the CFO does.
MVP to production-scale SaaS
Most SaaS startups die on the path from “it works in staging” to “it handles a Monday morning.” I help teams re-architect before the pain, not after. Multi-tenancy, data layer, queuing, SSO, audit, the boring stuff that wins contracts.
AI-optimized SaaS operations
Agentic automation for incident response, code review, infrastructure changes, and customer success. I build the guardrails, prompts, and MCP integrations so AI actually reduces ops load instead of adding a new kind of chaos.
The platform behind it
Joscor is also the consulting practice behind Open Edge Cloud – a FIPS 140-3 validated OpenStack cloud built for enterprise workloads. Engagements often pair consulting with dedicated infrastructure.
Who hires Joscor
Series A-C SaaS companies hitting their first real scale wall. Enterprises running or evaluating OpenStack and OpenShift. Teams with an AI or platform strategy that needs translating into infrastructure that doesn’t blow the budget.
From the blog
Field notes on OpenStack, Kubernetes, security, and the practical details of running cloud infrastructure.