Byron Walker
byron-walker.com

Byron Walker

I run production systems for a living and build small businesses on the side. Most of what I make these days has AI somewhere in the loop — as a co-author, a co-developer, or the thing I'm operating in production. East Texas.

byron@byron-walker.com — zsh
try help whoami projects stack  ·  Tab to autocomplete

What I work on

01

AI agent operations

Production experience deploying and operating LLM-based agents at enterprise scale. SRE discipline applied to non-deterministic systems — observability, failure modes, rollback paths, cost discipline.

02

Indie AI builds

Five live web properties built with AI as a co-developer. Content pipelines, programmatic SEO, embedded LLM tooling, and the unglamorous plumbing that turns a model into a product.

03

Systems thinking, in writing

Notes on operating AI in the real world — what breaks, what doesn't, and where the SRE discipline does and doesn't transfer. (Writing surface coming soon.)

Now

currently Building Chief of Staff — a Claude-powered personal AI PWA that runs as my always-on operational layer. Daily briefings, task triage, and decision support across the full indie portfolio. The part I care most about: it has persistent memory backed by a secured Supabase connection, so context actually survives across sessions rather than starting cold every time. Data stays mine — no third-party sync, no ambient logging, no model training on my ops. It's the kind of tool you build because nothing off the shelf thinks the way you do, and because if you're going to trust an AI with how your day runs, the architecture behind it should be deliberate. Day job is Staff SRE; everything here is after hours. — updated June 2026

Selected work

chief-of-staff Claude-powered personal AI operating layer

Not a chatbot. Not a productivity app. Chief of Staff is the operational layer that runs between me and everything else — daily briefings, task triage, decision support, and context management across the full indie portfolio. The architecture is deliberate: persistent memory backed by a secured Supabase connection means context actually survives across sessions. No third-party sync, no ambient logging, no model training on my data. Built as a PWA so it installs and behaves like a native app. The whole premise is that if you're going to trust an AI with how your day runs, the plumbing underneath it should be something you designed and own.

Claude Supabase PWA Vercel TypeScript
sitrep OSINT situational-awareness terminal

SITREP is a personal OSINT terminal — a daily situational-awareness tool that aggregates signals I actually care about and surfaces them in one place. Threat feeds, infrastructure noise, news with relevance filters. The SRE instinct applied to information: if you wouldn't run a production system without dashboards and alerts, why would you run your day without them? Built as a PWA, deployed privately, not a product.

PWA OSINT Vercel Claude
thefrequencyunknown.com · thegnosticguide.com Independent editorial network

Two sister sites built around a shared editorial philosophy: take ideas seriously, write for curious people who aren't academics, and never oversell the mystery. Frequency Unknown covers consciousness, perception, psychedelics, and the philosophy of mind — the honest, readable translation of ideas that usually live behind jargon or breathless woo. The Gnostic Guide covers early Christian mysticism, Nag Hammadi texts, and gnostic philosophy with the same rigor: sourced, skeptical, and written to respect the reader's intelligence. Both are Astro, both on Vercel, both with active content pipelines and newsletter infrastructure. 25+ published articles between them as of mid-2026, with 20-week content plans in motion. Built because the subject matter deserved better treatment than it was getting online.

Astro TypeScript Vercel MailerLite Claude Editorial

thefrequencyunknown.com →  ·  thegnosticguide.com →

yourera.app Voice-powered personal brand builder

Personal branding tools assume you already know what your brand is. Most people don't. yourEra starts a step earlier: a voice interview where Claude listens to how you actually talk — your phrases, your humor, your rhythm, your weird hangups — and turns ten minutes of speech into a brand brief and thirty days of content that sounds like you wrote it. Not like ChatGPT wrote it. The whole thing is a multi-agent pipeline under the hood, but what users feel is simpler: they spoke for ten minutes and got a month of posts back. $19/month. Built in a week. Live in production.

Next.js Claude OpenAI Whisper Web Speech API TypeScript Supabase Stripe Sentry Vercel

yourera.app →

supplementsforglp1.com GLP-1 supplement editorial site

An editorial site for people on GLP-1 medications — the demographic that's exploded in the last two years, written for and largely ignored by mainstream health publishing. WordPress on the surface, AI-assisted content pipeline underneath: Claude in the loop for research, drafting, citation verification against actual sources, image production, and SEO. The Pinterest visual system is the part I'm proudest of — a typography-first identity that reads as a real publication, not a content farm. Built one article at a time with the discipline of a magazine, not a blog.

WordPress Claude Amazon Associates MailerLite Pinterest
gettariffiq.com AI tariff lookup for SMB importers

HTS classification, risk analysis, and action plans in 30 seconds for small importers who can't justify a five-thousand-a-month enterprise tool or a 300-an-hour customs broker. LLM-backed, Stripe-monetized, paired with a Beehiiv newsletter for habit-forming touchpoints. The product is — honestly — what a good first answer from a good AI looks like, packaged so a non-technical operator can actually use it.

LLM Stripe Beehiiv SaaS
benefitsmatch.net Programmatic SEO for benefits eligibility

A state-by-state matrix of benefits eligibility (SNAP, Medicaid, unemployment, and more), generated and maintained through a templated pipeline rather than hand-written page by page. One template, scripted AI assistance, dozens of pages — the kind of programmatic content surface that makes sense when the underlying data is structured but the audience needs prose.

Programmatic SEO Node.js AdSense
statutelookup.net · supportcalc.net Reference utilities

Two lightweight, legal-adjacent reference tools. Statute-of-limitations lookup by state and claim type; child-support calculators by state with formula transparency. AdSense-monetized, fast, and built to look like real publications rather than scraper farms — same editorial discipline as the bigger sites, smaller surface area.

Static AdSense Legal-adjacent

How I work with AI

AI is a co-author and a co-developer, not autopilot. The things I ship are reviewed, sourced, and fact-checked before they go out — outbound citations get verified against the actual source, not pulled from memory, because the model is confident even when it's wrong and the only fix is a human checking.

The system around the model matters more than the model. I keep persistent context files, named lessons, structured session protocols, and a daily log that survives across conversations. Most of what looks like “the AI did this” is really the scaffolding I built around it.

SRE discipline transfers. Observability, blast-radius thinking, rollback paths, cost discipline, postmortems — the same operating habits that keep production systems from cratering also keep AI systems from quietly drifting into nonsense.

Contact

Best reached by email: hello@byron-walker.com.