// context.initialize()

Initialize the context. Build what matters.

I design, build, and ship AI products, agentic automations, and privacy-first tools — for people who'd rather own their technology than rent it.

See what I've shipped Who's behind this
3live products
20+years in product & ops
0cloud lock-ins
1builder behind it all
// products 01 / 04

macOS ZFS
Manager

Enterprise-grade ZFS storage on your Mac. Manage pools, snapshots, and scrubs through a clean native interface — the command line stays optional.

Why it exists: Mac users shouldn't need a terminal to trust their own storage.

macoszfs.contextinit.com
zfs-manager.app
3 pools active● ONLINE
tank
3.8 TB
data
1.2 TB
backup
0.4 TB
4pools
97%health
2.4 TBfree
// products 02 / 04

Insurance AI
Analyst

Your insurance policy, finally in plain English. Know exactly what you're covered for, spot the gaps, and understand every clause before you need to.

Why it exists: nobody reads a 40-page policy — until the day it's too late.

insurance.contextinit.com
Learn more $19.99
insurance-analyst.app
HOME POLICY · ANALYZED12 clauses
Property damage$500K
Personal liability$100K
Flood coverageGAP
!Home office gear$2.5K limit
AI INSIGHT

Add flood rider — area has 1-in-50 year flood risk.

// products 03 / 04

Hermes Obsidian
Memory

A featherweight memory skill for Hermes that lives in your Obsidian vault. Auto-captures every session, compresses nightly, and recovers full context on restart — zero cloud, zero overhead.

Why it exists: built-in memory runs out of tokens. Sessions reset. Context dies. This fixes those gaps — and nothing more.

hermes.contextinit.com
hermes-memory.vault
MEMORY SESSION · LIVE● CAPTURING
HOOKpre_llm_calllogged
HOOKpost_llm_calllogged
LOADnightly_summaries3 injected
CRONcompress_sessionruns 00:05
MEMORY PRINCIPLE

26 KB · MIT · Zero cloud. Memory that lives in your vault — not a black box.

// products 04 / 04

Network
Mapper

Your whole network, drawn for you. Auto-discover the topology of your home or business network and export clean diagrams for audits and documentation.

Why it's next: every network outlives the memory of whoever built it.

netmap.contextinit.com
In development COMING SOON
netmap.app
router NAS AP PC TV IoT
12devices
3VLANs
10Gbackbone
// expertise

Things I've gone deep on — so you don't have to.

Everything here runs in my own home lab first — self-hosted storage, a local-first smart home, even the solar — before it ever shows up in a product or a guide.

fig. 01
AI Products & Agents Shipping AI products end-to-end with the Claude API — RAG pipelines, MCP tooling, and multi-agent systems that run real workloads daily, including a production deployment for a paying client.
Claude APIRAGMCPAgents
fig. 02
AI Automation Agentic workflows that quietly do the boring work — scheduled briefings, document pipelines, and orchestrated automations that have run unattended for months, not demos that run once.
N8NWorkflowsLLM OpsScheduling
fig. 03
Network & Security Privacy-first infrastructure built to enterprise standards at home scale — OpnSense firewalls, VLAN segmentation, VPN architecture, and threat modeling for how people actually live.
OpnSenseWireGuardVLANs10GbE
fig. 04
Custom App Development AI-first, agentic applications with a bias for clean, maintainable code — AI-integrated tools, self-hosted services, and the utilities that hold the rest together.
PythonFastAPIPostgreSQLDocker
THE LAB The proving ground for all of it: a fully self-hosted home running on ZFS storage, a local-first smart home that works when the internet doesn't, and yes, even the solar is automated. If it can't survive my house, it doesn't ship.
// about

Operator by day,
builder always.

I've spent 20+ years in product and portfolio operations at global professional services firms — owning the systems, processes, and reporting that keep concurrent technology projects and multi-million dollar annual budgets running reliably, and serving as Product Owner on flagship AI-enabled digital products along the way.

ContextInit is where that operational discipline meets hands-on building. The products here aren't side-project sketches — they're scoped, shipped, and run like a portfolio: deliberate roadmaps, real users, and AI used as a working tool rather than a talking point.

No titles, no name-dropping — the work speaks for itself.

Product Ownership Portfolio Operations Vendor & Partner Ops Agile / SAFe Claude API Agentic Workflows
operator.profile
TRACK RECORD● VERIFIED BY SHIPPING
years_in_product_ops20+
annual_budgets_managedmulti-million dollar
ai_products_in_productionlive
agents_running_daily45+ day streak
OPERATING PRINCIPLE

Stand it up from scratch, own it end-to-end, scale it as it grows.

// writing

Build notes, not blog posts.

Storage you can actually own
Why I skipped the NAS, trusted my family's data to OpenZFS, and built the menu-bar GUI it never had — the build note behind macOS ZFS Manager.
build note 01 — read it
The agent that renegotiated my insurance
A decade of knowingly overpaying, an agent that does the homework with you, and the $1,500-a-year receipt — the build note behind Insurance AI Analyst.
build note 02 — read it
When the agent kept forgetting
I was deep in a Hermes session — building something with real focus. Restarted. Screen went blank. Context gone, no paste, no recovery. This 26 KB skill fixes that permanently, without touching Hermes' built-in memory.
build note 03 · free skill
Networks & Self-Hosting
10GbE home networks, VLAN segmentation, ZFS, Proxmox, Docker — own your stack and skip the subscriptions for good.
coming soon
Privacy & Security
OpnSense guides, anonymity strategies, VPN architecture, and threat modeling for how people actually live.
coming soon

First notes are in the works.

No noise, just signal — one email when a new build note goes live.