// AI Architecture & Consulting
Build with intention.
Scale with clarity.
I help teams move from AI prototypes to production systems: agentic workflows, cloud deployment paths, evaluation loops, and the operating discipline to keep them useful.
// What I do
Enterprise software. AI systems. Built to ship.
From architecture to production. I design and build the software, systems, and agents that work reliably, stay maintainable, and keep running after handoff.
01 —
Agentic AI Systems
Production-minded agents built with LangGraph, LangChain, Microsoft Agent Framework, Google ADK, MCP, Claude Code, and OpenCode. Designed around real tools, state, memory, and recovery.
Outcome: turn promising prototypes into inspectable agent workflows teams can run, improve, and trust.
02 —
Cloud AI & DevOps
Azure AI Foundry, Vertex AI, Firebase, Docker, Kubernetes, and Terraform deployments with the operational scaffolding needed to ship AI systems reliably.
Outcome: give teams a deployment path with repeatable releases, clear ownership, and observable production behavior.
03 —
Automation & Integrations
Workflow automation and data pipelines across n8n, Microsoft Graph API, Meta Graph API, Apify, Firecrawl, ServiceNow, Jira, SAP, and custom Node.js or Python services.
Outcome: connect fragmented tools into reliable workflows that gather data, trigger actions, and reduce manual operational drag.
04 —
Web, Hosting & Business Systems
Website builds and overhauls, domain registration, hosting setup on modern infrastructure, content management and CRM configuration, and the integrations that connect the tools a business already uses into something that actually works together.
Outcome: a site you own, on hosting you control, with a system that does not require a middleman to keep it running.
// Applied across all work
You keep the keys.
Small business tech has a dependency problem. A vendor builds your site on their platform, registers your domain in their account, and holds every login. When the relationship sours or they get complacent, you are a tenant in your own digital property, and you have no leverage.
That is not how I work. The domain lives in an account you control. The hosting is yours. The login to edit your own site belongs to you. If the relationship ends, nothing critical goes with me, because nothing critical was mine to begin with.
The job is to build something that runs well, belongs to you, and keeps running after I am done. Anything past that is a choice you make, not a necessity I manufacture.
This site is built and hosted by Hans on Cloudflare. If you want to know how, that is a conversation we can have.
// Knowledge & Community
Teach a person to build.
Free access to the knowledge that matters. The goal is never gatekeeping: it's building a community of people who actually understand the tools they're working with.
Give someone a solution and you help them once. Teach them to build solutions and you change what they are capable of.
Deeper content, structured courses, and a community for those who want to go further, for a fair price.
YouTube
Zen Solutions
Tutorials, breakdowns, and real builds. AI architecture explained without the fluff.
Substack
Zen Solutions
Long-form writing on AI systems, architecture decisions, and lessons from the field.
Patreon
Zen Solutions Community
Courses, webinars, and a community of builders. Structured learning for those going deep.
GitHub
Zen Solutions
Open source tools, agent frameworks, and production code from the field.
// Free Resource
The AI Practitioner's Field Manual
The reference I wish someone had handed me three years ago. A grounded, honest walkthrough of the AI landscape in 2026 — what is actually possible, what is overhyped, what is dangerous to skip, and a 90-day path to becoming a real practitioner.
Not a prompt dump. No ten ChatGPT hacks. Written from years of production work at the intersection of enterprise AI and the discipline of building well.
What's inside
- The 2026 AI landscape — three axes that changed everything
- The four practitioner levels: User → Builder → Operator → Strategist
- Two techniques that compound: Analogical Translation & Reverse Prompting
- The five disciplines every serious practitioner runs on
- When not to use AI — the decision matrix
- Security & governance — the part nobody covers
- A concrete 90-day practitioner's path
From the closing
"Methods are many. Principles are few. The one who grasps the principles selects their own methods."
The currency at Level 4 is judgment. The market is flooded with operators. Strategists are rare. This manual shows you the path from one to the other.
// Selected Work & Experiments
Systems I've shipped.
Public platforms, private tools, collaborative builds, and field experiments. AI and systems work across learning, education, knowledge infrastructure, and community.
Collaboration · Education Technology
HT Sourdough
An agentic AI-powered homeschool education platform built around a single design principle: technology as a precision compass for analog living, not another screen to disappear into. Built for intentional families who want AI to serve their life, not consume it.
Hans contributes the knowledge infrastructure layer — Savitri's MCP server pattern adapted as a portable, student-owned knowledge garden. When a student leaves the program, they leave with a living knowledge base that is fully theirs: agent-accessible, portable, never locked to the platform.
"The digital compass for analog living. Twenty minutes of focused screen time powers the whole day."
— HT Sourdough platform philosophy
A three-node collaboration: Lila Purushotama builds the learning platform, Madan (True North Learning Collective) grounds it in a real community with Florida state grant funding, and Hans builds the knowledge layer the student carries for life.
AI Platform · Co-founder
MindRev
An AI-powered coaching and learning platform built on LangGraph orchestration. Personalized coach agent, structured onboarding flows, and a knowledge architecture designed for compounding improvement over time.
Content Infrastructure · Open Source
Zen Solutions Studio
The AI development and content production workspace behind the Zen Solutions educational track. VS Code Nightly and Claude Code as the cockpit, Obsidian as the knowledge layer, n8n for automated capture and content pipelines. The public Starter Kit is the open-source artifact the whole system produces.
Personal Tool · Knowledge Architecture
Savitri
A living second brain and personal knowledge management system built for daily use. Obsidian as the writing surface, Supabase and pgvector for semantic retrieval, a custom MCP server for agent access, and n8n automation for frictionless capture. The knowledge is portable, agent-accessible, and sovereign.
Community · Archery & Bhakti Yoga
Dhananjaya Dojo
A training program and session tracker for the local archery dojo in Alachua, FL, serving children and adults pursuing precision and discipline. Includes a session logging app with an integrated AI sensei grounded in Bhagavad-gītā As It Is — Arjuna's own text, as the source of guidance.
AI Platform · Production Readiness
Ship It Right
An AI-powered production readiness and transformation advisory platform. Three assessment tracks — Builder, Business, and PM — run parallel 8-domain analysis grounded in a session Knowledge Base. Single-click Web Search Report via Gemini 2.5 Pro delivers cited, live-researched roadmaps with 90-day action plans.
Community Tool · Simulation & Tactics
Pucker Point
A ballistic calculator and fire mission management system built for the ARMA Reforger realism community. Handles call-for-fire workflows, range and deflection computation, and mission coordination for WCS server operations. Systems thinking applied to a domain well outside AI.
// Enterprise Delivery
Enterprise · AI Infrastructure Automation
InfraAgent
Agentic platform converting natural-language infrastructure requests into validated, deployable Bicep and Terraform. Multi-stage pipeline: NL understanding → code generation → security review → GitHub PR workflow → human approval gate, with WebSocket-driven real-time status streaming throughout.
Enterprise · AIOps & ITSM Automation
ADM-Agentic
Microsoft Agent Framework-based enterprise operations platform for SAP alert processing, ServiceNow automation, AI-assisted incident triage, and RAG-powered recommendation workflows. Deployed across global operations with OpenTelemetry observability.
Enterprise · GenAI ITSM Assistant
GADM Work Assistant
LangChain-based AI work assistant for incident management, ServiceNow workflows, SLA tracking, and autonomous notification handling. The GenAI foundation that seeded the Azure-native ADM-Agentic platform now serving global enterprise operations.
// Who I am
Hans
Developer / AI/ML Systems Architect / AIOps / DevOps
Architect. Developer. Student.
Developer and AI/ML Systems Architect with ten years as a technical builder, including five in enterprise AI delivery. I have owned agentic orchestration work through full development cycles, designing, architecting, developing, and deploying AI and ML systems across aerospace, global logistics, healthcare, financial services, IT, knowledge management, and project management.
My work sits at the intersection of enterprise AI architecture, years of clinical practice, and a Gaudiya Vaishnava framework I have lived from the inside rather than studied at a distance. I served as a Medic in the US Army, worked through the pandemic years in the Malcom Randall VA Medical Center, and built a technical career as a software developer and consultant from scratch. The most important thing in this moment is not the AI systems. It is the people who use and direct them: their understanding, their judgment, and the human connection that no system can replace. Zen Solutions is built on that principle.
The tooling landscape evolves constantly. What follows is the stack I work in now, built through hands-on delivery across automations, application integrations, and deployed agentic workflows — in production.
AI & Agents
Cloud & DevOps
Backend & Data
Automation & APIs
Observability & Ops
Enterprise Systems
Web & Hosting
// Let's Build
Ready to ship
something that matters?
Whether you're building enterprise AI, exploring what's possible, or looking to learn: the conversation starts here.
// Join the community