// 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.

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// 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.

Multi-Agent DesignTool Integration State & MemoryProduction Readiness

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.

Cloud ArchitectureContainer Orchestration IaCObservabilityCI/CD

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.

Workflow AutomationAPI Integration Data PipelinesProcess Design

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.

Web DevelopmentManaged Hosting Content SystemsSystems Integration

// Applied across all work

Governance & Compliance Documentation & SOPs Knowledge Management Agent Observability Performance Monitoring Process Design

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.

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// 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.

Free

Substack

Zen Solutions

Long-form writing on AI systems, architecture decisions, and lessons from the field.

Free

Patreon

Zen Solutions Community

Courses, webinars, and a community of builders. Structured learning for those going deep.

Members

GitHub

Zen Solutions

Open source tools, agent frameworks, and production code from the field.

Free

// 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.

Version 2.0 · June 2026 · 17 pages · Free to share

// Selected Work & Experiments

Systems I've shipped.

A selection of public platforms, private tools, and field experiments across AI, DevOps, learning, and community systems.

AI Platform · Co-founder

MindRev

An AI-powered coaching and learning platform built on LangGraph orchestration. Features a personalized coach agent, onboarding flows, and a structured knowledge architecture designed for scale.

↗ Live App ⌥ GitHub

Personal Tool · Knowledge Architecture

Savitri

A personal knowledge management system built as a living second brain. Combines Obsidian, semantic retrieval via Supabase and pgvector, a custom MCP server, and automated capture pipelines into a unified intelligence layer.

Private Preview

Community Tool · Simulation & Tactics

Pucker Point

A ballistic calculator and fire mission management system built for the ARMA Reforger community. Handles call-for-fire workflows, range and deflection computation, and mission coordination for realism server operations.

In Development

Community · Archery Dojo

Dhananjaya Dojo

A training program and tracker built for the archery dojo, serving kids and adults in the local community. Includes a session logging app with an integrated AI sensei agent grounded in Bhagavad-gītā As It Is as its source of guidance.

Local Program

AI Platform · Transformation Advisory

Ship It Right

An AI-powered production readiness and transformation advisory platform. Three assessment paths — Builder, Business, and PM — run parallel 8-domain analysis grounded in your session Knowledge Base. A single-click Web Search Report via Gemini 2.5 Pro synthesises cited, live-researched roadmaps with 90-day action plans.

Private Beta

// 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 Delivery

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 Delivery

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.

Enterprise Delivery

// Who I am

Hans — AI Solutions Architect

Hans

Developer / AI/ML Systems Architect / AIOps / DevOps

Architect. Developer. Student.

Developer and AI/ML Systems Architect with a decade of combined experience building systems that operate at scale. I have led enterprise AI delivery teams through full development cycles, designing, architecting, developing, and deploying AI/ML systems in enterprise delivery across aerospace, global logistics, healthcare, financial services and beyond.

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

LangChainLangGraphMicrosoft Agent Framework Google ADKClaude CodeOpenCodeMCP

Cloud & DevOps

AzureAzure AI FoundryVertex AIFirebase DockerKubernetesTerraformLinux

Backend & Data

PythonNode.jsPostgreSQL RedisNeo4jSupabase

Automation & APIs

n8nMicrosoft Graph APIMeta Graph API ApifyFirecrawl

Observability & Ops

GrafanaAppDynamicsLightspeed

Enterprise Systems

ServiceNowJiraAtlassian SAPObsidian

Web & Hosting

CloudflareCloudflare PagesWordPress GhostDNSCMS Configuration

// The Zen Signal

One signal. Every week.
Zero noise.

The AI and technology landscape generates more information than anyone can process. Every week, one curated dispatch on what actually matters — in AI, tools, leadership, and presence. For builders and thinkers who want clarity, not chaos.

No spam. Unsubscribe anytime.

// 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.

Schedule a Meeting Explore Free Tutorials

// Join the community

Discord Server Root App