Applied AI & Agentic Engineering
Production AI on the Claude platform
Anthropic Claude Certified Architect – Professional, grounded in the AI Fluency 4D framework (Delegation, Description, Discernment, Diligence). Ships production agents, skills, and tools. Multi-model routing across OpenRouter and LiteLLM with Claude and ChatGPT. Fluent in agentic coding tools including Claude Code and Cline. Tokens treated as a unit of economics.
Workflow Automation
Automation that removes toil
Rewst (certified), n8n, Python, and PowerShell. Microsoft Cloud integration bundles. Cut manual onboarding effort 80%+ across a client base.
Payments & Commerce
Shipping the money layer
The commercial layer behind 4vida, the paid product on the EDU engine: Stripe and PayPal checkout with webhook signature verification, freemium entitlement gating, and a regeneration credit ledger. Reuse-first economics cut a full program generation from $3.40 to under a dollar.
Architecture, Security & QA
Security built in from the start
Security folded in at design time: IAM, RBAC, secure intake routing, and audit logging. Correctness comes from walking the work through real endpoints, not a coverage number. That habit catches the crashes a passing suite hides. Claude-backed CI on self-hosted runners.
Infrastructure & DevOps
The metal underneath
A private WireGuard mesh across a workstation, two VPS hosts, and a NAS. Self-hosted CI runners per repo, nginx with certbot TLS, systemd, Docker, and Cloudflare. Production kept honest with observability panels and a load harness that measures the ceiling instead of guessing at it.
Microsoft & MSP Platforms
Wiring the MSP stack into one system
The vendor tools (Entra ID, Intune, Microsoft 365, ConnectWise, Halo, ServiceNow, Threatlocker, N-Able, Auvik, NexThink DEX) are the easy part. The real stack is the integration layer that makes them act as one system: Rewst workflows, service-principal architecture, and API glue, built and secured across a live client base.
Pre-sales & Solutions
Winning the technical decision
At ZAG, owned the pre-sales engineering: discovery, scoping, demo design, and proof-of-concept builds that won the technical evaluation. Reusable scaffolding cut POC prep time 50%+, so more opportunities got a real, working demo, faster.
Leadership, Content & Enablement
Building teams and materials
Hiring, mentorship, and technical enablement that produced multiple promotions. Playbooks, KB systems, and brand content in Canva.
Platform & Module Architecture
Build systems that outlast the goal
A domain-agnostic engine that generates programs, with content modules that carry all domain config and no engine code. A module toolchain (.gwmodule bundles, a modulectl CLI, and a compatibility gate), plus surface separation enforced in code. Stability comes from the system, not from chasing it.