ADAM BOURG // PRINCIPAL ENGINEER

Engineering Autonomous Systems Around AI.

I don't build wrappers or slideware. I build agentic workflows with Claude Code that do real, checkable work — rebuilding a client's entire local SEO strategy in one session, running market research across six business verticals in an afternoon, and (in progress) systems designed to answer phones and capture leads for real local businesses.

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// 01_HOW_I_WORK

Treating AI Like Infrastructure, Not a Demo

A single unconstrained prompt doesn't hold up in a real business. The work is in decoupling a task into stages an agent can actually execute reliably, end to end.

PHASE_01 // RESEARCH

Real Data Before Real Code

Live market and SEO data pulled directly into the agent's context — search volume, competitor rankings, ad presence — so decisions are checkable, not guessed.

PHASE_02 // BUILD

Agentic Execution

Claude Code driving the actual implementation — site rebuilds, schema/SEO fixes, content — in a single session instead of a week of manual grinding.

PHASE_03 // VERIFY

Checkable Outcomes

Every project ships with a before/after that can actually be verified — load times, ranking positions, structured findings in version control, not a slide deck.

// 02_WRITE_UPS

Recent Work

Real sessions, real outcomes. Click through for the full write-up.

AI // AGENTIC-WORKFLOWS // STRATEGY // SMALL-BUSINESS
I Pressure-Tested Six Local Business Verticals With AI Market Research in One Afternoon
I’m a Principal Engineer, and I was about to build an AI-powered service business for local businesses in the Denver metro. Before writing a line of code, I...
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SEO // AUTOMATION // SOFTWARE // 3.0 // SMALL // BUSINESS
I Rebuilt My Entire Local SEO Strategy in One Session. Here's What That Looks Like.
Let me be direct. I’m a Principal Engineer. I run a junk removal and scrap metal business on the side. And until recently, my website was a single...
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M4MAC // AI // AUTOMATION // ENGINEERING
Master Guide: Building a Local AI Content Pipeline on M4 Apple Silicon
If you just unboxed an M4 MacBook Pro and restored it from an Intel Time Machine backup, your terminal is probably a lie. You’re running a beast of...
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AI // SOFTWARE3.0 // M4MAC // PRODUCTIVITY
Why I Nuked My OpenAI Quota for a Slick Local Vector Search
I’m a senior engineer. I’m also “Software 3.0” pilled. That means I don’t want to spend my life doing the “grind” of manual documentation or digging through my...
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AUTOMATION // SOFTWARE3.0 // GITHUBACTIONS // SOVEREIGNTY
The Sovereign Publisher: How I Automated My Content Pipeline with GitHub Actions
Building a technical audience is a marathon, but the “grind” of manually cross-posting content across platforms is a sprint that nobody wants to run every week.
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JAVASCRIPT // YOUTUBE // WEB-SCRAPING // AI
Scraping YouTube Transcripts for AI Summarization with JavaScript
Hey there! I recently tackled a neat challenge: pulling the transcript from a YouTube video and cleaning it up to feed into an AI like ChatGPT or Grok...
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CHATGPT // SQL
Using Chatgpt to write SQL
Stack Overflow sucks. The code is sometimes helpful, many times its not, many times it’s plain wrong. GitHub Copilt and ChatGPT are excellent tools and are really useful...
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CONVERSATIONS // AI // PROMPT-ENGINEERING
Conversations with an AI: Part 1
I might be crazy, but I find that I talk to my computer and they talk back, yes they. I talk to multiple models (I hope my wife...
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