Building practical AI systems
under real constraints
PeakZebra is where I document and build AI-assisted systems for creators, independent businesses, and small teams— especially systems focused on ownership, privacy, autonomy, and operational sanity.
this is where the info will pop up.
Here’s the question that interests me:
How does a real person use AI to make work, communication, organization, publishing, and decision-making materially better — without becoming dependent on fragile systems or losing control of their own data and workflows?
That’s what this site explores.
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Local and Private AI
Running useful models on hardware you control.
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Operational Systems
Reducing friction, cognitive overhead, and repetitive work.
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Human-in-the-loop automation
AI (and simpler tools) where it helps. Human judgment where it matters.
Your toolset
Fully Launch-Ready Platform: Everything you need to run a professional newsletter business is already in place — no plugins to hunt down, no tech stack to assemble.
Interactive Content Builder: Easily create calculators, quizzes, segmented lead flows, and other interactive experiences that keep audiences engaged and coming back.
Smart Personalization Engine: Collect and use audience data to automatically tailor what people see, turning casual readers into loyal subscribers and customers.
Centralized Style Control: Manage the look and feel of your entire site from one place — consistent branding, responsive layouts, and customizable themes at your fingertips.
Built-In Membership & Payments: Accept subscriptions, offer premium content, and segment your audience without juggling multiple tools.
Room to Grow: Expand seamlessly into memberships, courses, video content, community spaces, and more as your creative business evolves.
Full Ownership & Portability: You own your site, your content, and your audience — no platform lock-in, no surprise fees, and complete freedom to grow on your terms.
What I’m working on now…
Local AI Workflows
Testing practical local-model setups on small hardware, including routing between local and frontier models based on task complexity.
Creator Metrics Aggregation
Building a unified dashboard for newsletter, website, and social metrics across fragmented platforms.
AI-Assisted Publishing Systems
Exploring workflows that turn notes, transcripts, and research into durable long-form publishing pipelines.
Operational Automation
Building lightweight systems that reduce repetitive administrative and organizational work without overcomplicating the stack.
WordPress + AI Experiments
Testing ways AI can assist with structured publishing, editing, and site operations inside WordPress.ng it.
About WordPress
Built for independence: WordPress lets you build on your own terms — no gatekeepers, no surprise rule changes, no one standing between you and your audience.
Grows with you: Start with a simple newsletter or blog and expand into memberships, courses, communities, or stores whenever you’re ready.
Endless creative freedom: Choose from thousands of design options and tools to make your site look and feel exactly the way you want.
You own everything: Your content, your list, your business — it’s all yours to keep and take with you wherever you go.
Plays well with others: WordPress connects easily to the tools you already use for email, payments, and marketing, so you can build the exact stack you need.
Powered by people, not platforms: It’s open source, widely supported, and constantly evolving — so your site won’t be held hostage by someone else’s business model.
the newsletter
Building the Assistant
My field notes capture the process in real time; the newsletter is where I synthesize what’s actually working as well as what I’ve learned.
From the latest issue:
The project includes experiments, failures, local AI setups, automation workflows, physical-world projects, and ongoing attempts to build a portable “life OS” that stores the rules and context behind everyday decisions. Where needed, I’m ready to build some circuit-based projects, which for me almost always involves generating some unexpected (and component-killing) blue smoke. Think less “guru system” or productivity course, and more a long-running build in public.
A better choice
Launch fast, grow faster: Your site comes fully set up and ready to use — no duct-taped tools, no weeks lost in setup.
No boxes, no ceilings: You’re not stuck with one format. Start with a newsletter, then expand into courses, memberships, or video whenever you’re ready.
Your brand front and center: No platform logos. No look-alike templates. Your voice, your design, your business.
Own it all: Your content, your audience, your revenue — and the freedom to take it all with you if you ever choose to.
Pro-level power, creator-level simplicity: All the capability of a custom tech stack — minus the tech headache.
Built for serious creators: Not a side project platform. A foundation you can build a real business on.
Consulting engagements
I occasionally work with small businesses, creators, and operators who want help building calmer, more durable AI-assisted workflows and systems.
Our approach, your thing
Your Stripe, your revenue: Payments go directly to your own Stripe account — no platform fees, no payout delays, no middleman.
Your tools, not ours: Email, analytics, payment providers — everything runs through accounts you control. If you ever leave, you take it all with you.
Your list stays yours: Subscribers, customers, and audience data live in your tools — not inside someone else’s platform.
Freedom to evolve: Switch tools, add new services, or scale your stack without being boxed in.
Real ownership, not rented access: Your business runs on infrastructure you control — not on someone else’s terms.
Field Notes
Details, downloads, configurations.
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The Myth of Industry Segmentation in WordPress Design
A common mistake: designing your WordPress experience based on someone’s job title, company size, or industry. It feels intuitive—but it’s often misleading. As often as not, it’s what vendors offering personalization are focused on, but that’s misleading too. My ground rule is that you should never define a segment unless someone in the segment is…
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A theme is a set of patterns
This is my truth for 2026, I think. Maybe the strongest aspect of WordPress in this moment is the ability to group blocks together into patterns that can be stored, shared, reused, and all the while these patterns can seamlessly inherit site configurations like typefaces and color palettes. For most people, the best way to…
About Robert and PeakZebra
Robert Richardson, the founding zebra, started his career with a ten-year stint as a systems-level programmer in the C language. He has been involved in high-level content creation since the 1990’s. He wrote features for technology publications such as Byte and Network Magazine. He was first Editorial Director and later Director of the Computer Security Institute. There, he ran two million-dollar annual conferences each year and gave keynote addresses at events on three continents.
He served as Editorial Director at the Black Hat computer security conference, then as Editorial Director for security publications at TechTarget, a top-200 web domain destination and a business built on SEO strategy.
Robert left TechTarget to begin work on what has over the years evolved into PeakZebra.