Stop running your team
on manual work.
I help engineering teams cut ops toil and integrate AI into real workflows — not demos, not pilots. Systems that run in production.
Your team is capable.
Your systems are holding them back.
Manual toil stealing sprint capacity
Your engineers are spending hours on deploys, incident response, and runbooks that should be automated. That time belongs in your roadmap.
AI that doesn't connect to your systems
You've tried AI tools. They work in isolation but don't plug into your actual infrastructure. You need architecture, not another SaaS subscription.
Architecture decisions made without expertise
Hiring a senior systems architect full-time costs $250K+. You need that expertise for specific decisions, not a permanent headcount.
Architecture that runs.
AI that earns its keep.
I design systems that automate real operational work — the CI/CD toil, the runbook theater, the alert noise — and integrate AI where it delivers measurable throughput, not where it looks good in a slide deck.
Background: infrastructure at Rackspace, AWS IAM and RDS, a decade at Salesforce GovCloud building security tooling for FedRAMP environments. Go, Python, Bash. Terraform and Ansible. Kubernetes at scale.
More about my background →Three ways to work together.
Discovery Audit
A deep-dive into your current systems. Walk away with a written report of automation opportunities and an AI integration roadmap.
Project Engagement
Design and build one specific automation or AI integration — from architecture to production delivery.
Advisory Retainer
Async architecture guidance and a monthly strategy call. Senior systems expertise on demand without the headcount.
Built, not talked about.
AlertMind
AI-powered alert triage tool. Receives Alertmanager webhooks, enriches context, calls the Claude API for structured triage analysis, and posts to Discord — so on-call engineers arrive at an incident with a first-pass diagnosis already waiting.
ShopStack
Complete managed infrastructure for small businesses — email, file storage, database, reverse proxy, SSO, and monitoring — deployable on a $200 mini PC or AWS/GCP. Open source under MIT. Managed setup available.
Ready to automate what's slowing you down?
Start with a 30-minute conversation. No pitch deck — just an honest look at where automation and AI can move the needle for your team.
Schedule a Free Intro Call →