I Did Everything the AI Era Asked. It Still Didn't Pay My Bills.
I didn't start because of AI. I was already building when it arrived. Then AI came and reframed...
I build AI agents and SEO automation tools that actually work — no hype, no fragile demos. Python, Playwright, Claude, Cloudflare.
"I did everything the AI era asked. Learned the frameworks, built the projects, wrote the threads. It still didn't pay my bills. So I stopped chasing hype and started shipping tools that actually solve problems."
Production-grade agents that browse, process data, write and audit content, and integrate with your tools. Built to run unsupervised, with resumable pipelines so nothing is lost on failure.
Real-browser SEO audits, Google Search Console analysis, backlink qualification, and content gap tools. I run actual Playwright browsers — so the output matches what Google actually sees.
Workers, Pages, KV, Durable Objects, bot management, and edge deployments. Fast, globally distributed, and cheap to run. My default infrastructure stack for a reason.
White-label automations, Claude workflow consulting, and production pipelines for teams that want to add AI capabilities without building from scratch. I bring the architecture, you keep the client.
Not sure which fits? Book a free scoping call — I'll tell you honestly if I can help and what it would take.
The formula can be perfect. The model can be correct. Yet the result is still dry — because the assumption about the environment was wrong.
Real-browser SEO audit using Python + Playwright + Claude. No API scraping. Real browser, real data, real results.
Backlink analysis at scale gets expensive fast. I reversed the problem and cut per-URL costs to near zero.
A local AI agent that reads my dev.to posts, scores them against SEO and readability heuristics — zero cloud costs.
I didn't start because of AI. I was already building when it arrived. Then AI came and reframed...
The formula was exact. The assumption was wrong. I was building vectorize-mcp-worker — a semantic...
I was debugging a customer support issue and typed the question into Claude. Perfect answer. Wrong...
Every time you ask an AI to write code, something disappears. Not the code — the code shows up fine....
Free 15-minute call — I'll listen to your requirements and tell you honestly what's feasible, how long, and what it costs. No sales deck. No follow-up sequence.
Book a Free 15-Min Call