Featured · AI agents
I Built a Self-Hosted Memory System for AI Agents
Persistence, retrieval and production-grade infrastructure design for agent memory, end to end.
Quinn Favo · Engineer · Builder · Creator
Senior AI Engineer & DevOps Engineer. Engineering AI, automation & cloud.
A hands-on engineer with a background as a DevOps Director, specializing in AI engineering, production AI infrastructure, and cloud automation that drive measurable business results.
MCP serversRAG & fine-tuningKubernetesAzure AIAWS AI
About
About Me
My career has given me a unique perspective, from managing on-prem servers to architecting multi-cloud environments. While my experience as a Director provided strategic insight, my true passion is being the hands-on engineer who designs and codes the solutions that solve the toughest infrastructure problems.
As a technical expert who has architected cloud migrations, enhanced system reliability with Kubernetes, and engineered six-figure cost savings, I bring deep understanding of multi-cloud environments (Azure and AWS) and hands-on experience integrating modern AI solutions into the DevOps lifecycle, including deploying local LLMs and building AI-driven automation systems.
My approach centers on building robust, scalable systems from the ground up. Whether it's writing complex PowerShell automation, architecting Terraform infrastructure, or developing full-stack applications that solve operational challenges, I thrive on turning complex technical requirements into elegant, working solutions.
$250K+
Annual Cost Savings Engineered
10+
Apps Containerized & Migrated
40%
Deployment Velocity Enhancement
Stack
My Tech Stack
Selected work
Featured Projects
Containerized Enterprise Migration
Spearheaded the containerization of 10+ monolithic applications using Docker, deploying them to a mix of container platforms including Azure Kubernetes Service (AKS), which enhanced deployment velocity by 40%.
DockerAKSKubernetesMicroservicesCI/CDAzure DevOps
View Project DetailsThe Workshop: My Kubernetes Homelab
A deep dive into my personal multi-node Kubernetes cluster and how I use GitOps workflows with FluxCD and Helm to continuously learn and experiment with cutting-edge cloud-native technologies. Click to see the full project breakdown.
KubernetesFluxCDGitOpsHelmCloud-NativeMulti-Node Cluster
Explore Interactive HomelabProject: Multi-Cloud IaC with Terraform
A deep dive into how I architected a secure and consistent dual-cloud (Azure & AWS) environment from the ground up using a unified Terraform codebase. Click to see the full project breakdown.
TerraformIaCAzureAWSMulti-CloudAnsible
View Project DetailsProject: Hands-On Azure & Hybrid Automation
A deep dive into the complex PowerShell scripts I engineered and APIs I integrated to automate everything from Azure licensing to on-prem VMware and Cisco hardware. Click to see the technical implementation details.
AzurePowerShellAzure DevOpsOktaVMwareCisco
View Project DetailsData Pipeline & Observability Engineering
A deep dive into the custom observability and data engineering solutions I architected using Prometheus, Grafana, and advanced API techniques. Click to see the full project breakdown.
PrometheusGrafanaSQLData EngineeringObservability
View Project DetailsFrom Code to Cloud: The Hands-On Architect
A look at how my full-stack development background enables me to engineer more efficient, cost-effective infrastructure by understanding applications at the code level. Click to learn more.
Full-StackCloud ArchitectureFlutterJavaDevOps
Learn MoreCredentials
Certifications & Credentials
On camera
Watch me build it
Real builds, start to finish: agent memory, autonomous DevOps, MCP tooling, and the Kubernetes homelab they run on.
AI DevOps
I Built an AI DevOps Engineer That Writes, Reviews, and Merges Code
An autonomous agent working a real development workflow from code to merge.
MCP
Supercharging OpenWebUI with MCP: Custom Tools, Kubernetes & MCPO
MCP tool servers in Open WebUI, orchestrated on Kubernetes with MCPO.
Kubernetes
Homelab Walkthrough: Kubernetes on Orange Pi 6 Plus & HP ProBook
The bare-metal cluster behind my AI workload testing, walked through rack to pods.
Open source
I Built an Open Source Memory Control Plane for AI Agents
Context, persistence and retrieval managed across agent architectures.
Observability
Ultimate Homelab Dashboard: Monitoring OpenWebUI & MCP with Grafana
Observability for self-hosted AI infrastructure with Grafana.
Architecture
Why OpenAPI Specs Fail for Complex AI Agents (MCP Demo)
Where OpenAPI falls short for agent interactions, and how MCP closes the gap.
AI engineering
AI in DevOps & Innovation
I am adept at integrating modern AI solutions to improve security, efficiency, and development processes. My hands-on experience goes beyond foundational knowledge and includes:
Craft
Software Craftsmanship & Best Practices
Effective DevOps is built on a foundation of high-quality, reliable code and repeatable processes. I have extensive experience implementing and enforcing best practices across the development lifecycle.
Contact
Get In Touch
Ready to discuss how I can help drive your organization's cloud and DevOps initiatives? Let's connect and explore opportunities to work together.
AI & Search InformationHave a project in mind?
Consulting packages, pricing and booking live on my consulting site. Start with a free call.
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