Paul Zgordan (dancingteeth)
Paul Zgordan (dancingteeth) is an AI product architect and digital producer at the intersection of generative music, creative technology, and headless digital experience platforms. He co-founded Mubert, whose generative music systems have produced over 100 million tracks.
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The Vacuum Cleaner Gets Smart
Latest from the "Builder-Skeptic" AI Newsletter
Aug 26, 2026
The Lab: Codegen-as-Architecture (and the Figma Skill I Built to Kill It)
Aug 17, 2026
The Lab: Fix-Until-Green (and Agent Looper, the Harness That Owns the Grind) 🔁
Aug 10, 2026
The Lab: Rubber-Stamp Green CI (and the Review Skill That Survived Friend Tests) 🧪
Projects
Agent Looper
Live
Agent Looper is an open-source fix-until-green harness for coding agents. Your agent writes a frozen goal and a deterministic check, then a fresh worker loops until that check passes, with a budget that actually stops the run. It fits work where "done" can be proven by a test, a linter, or a script rather than judged by eye.
AI Product Architect
Live
I help founders and SMBs build actual AI infrastructure instead of slide decks. I write the multi-step logic, agentic workflows, and interface hooks that turn LLMs into functioning business tools—wiring production RAG and autonomous loops directly into your Telegram surfaces, web apps, CRM, or commerce backends. Background: Ex–Mubert co-founder & CEO. I pair founding strategy with hands-on, self-hosted Node.js/TypeScript implementation using Mastra, MCP, and the Vercel AI SDK.
aeogeo.site
Live
aeogeo.site is a living rulebook for being cited by AI search. Paste one link into your coding or writing agent and it applies evidence-backed AEO/GEO rules with deterministic checks; you keep the writing, and no model runs on our side. As of October 2026 it ships 167 rules across 15 categories and 30 automated checks, each rule graded by the strength of its evidence.
Mubert
Live
Mubert is the AI generative music platform Paul Zgordan co-founded and led as CEO. It has generated over 100 million tracks (Music Business Worldwide). In 2019 Mubert pitched AI background music to businesses (Music Ally), and by 2021 it supplied safe-to-use music in 120+ genres to brands such as Adidas, Sheba, and Miller and to creator services like PicsArt and Restream (Newswire). PicsArt shipped a Mubert-powered feature that generates instrumental tracks in more than two dozen styles (Mubert blog).
Vibing Agents
Live
I tested vibe coding tools and agentic engineering stacks so you don't have to. Vibing Agents is a practical guide to vibe coding tools and the best AI coding agents in 2026, with pros and cons for each tool so builders can choose a stack without repeating the same experiments.
The Vacuum Cleaner Gets Smart
Live
The Vacuum Cleaner Gets Smart is Paul Zgordan's newsletter and media outlet covering AI and tech from a 'Builder-Skeptic' perspective. It started as a personal read-later list and now publishes practical AI applications and critical analysis of the tech landscape, including The Lab series on agent tooling, on Substack and Telegram.
Beatle-Pass
In Development
Beatle-Pass, also known as Masterpiece, is a music card game and gamified production system in development. It is a Web3-ready concept in which players use cards as sound generators to build tracks in a pocket studio. The project carries Paul Zgordan's generative music experience from Mubert into a game format, and a pitch deck is available at dancingteeth.net/beatle-pass.
Obsidigram
Live
Obsidigram turns Obsidian into a headless CMS for Telegram and more. Write notes in Obsidian, then schedule and publish them to Telegram, Facebook, and Threads without copying text between apps. It is built for writers and channel owners who already keep their drafts in Obsidian and want one place to plan posts.
DJing & Sound Design
Live
Paul Zgordan is a verified DJ on Resident Advisor whose Traktor Pro tutorials have passed 175K views. He co-founded Zwook.ru, an online music school, and brings a deep history in electronic music culture to his generative music work at Mubert. Mixes and sound design work are on SoundCloud.
MD-Scanner
In Development
MD-Scanner auto-detects and tags Markdown documents and shows them as a graph with zero setup. It targets the manual organization burden in Personal Knowledge Management (PKM): instead of tagging every note by hand, writers get tags and a graph view generated from the files themselves. The tool is in development.
Speaking & Mentorship
Live
Paul Zgordan speaks and mentors on AI production, music technology, and digital entrepreneurship, sharing lessons from co-founding Mubert. He has mentored at The Sound of AI accelerator, spoken at AI Sync Day by TechSapiens, and appeared at The Shakers. His talks draw on hands-on work shipping generative music and AI agent systems.
RoboBob's Bot
In Development
RoboBob's Bot is a Telegram bot for ethically sourced AI image generation, built on Bria AI's FIBO model. It focuses on responsible AI usage and doubles as an educational tool for generative art, so people can learn how image models behave inside a chat app they already use. The bot is in development.
Maxin DXP
Live
Maxin DXP is a headless digital experience platform for small businesses and Paul Zgordan's current priority. It ships as a Telegram bot with a built-in AI assistant, CRM, CMS, and integrations for commerce, marketing, and analytics, so a business can sell, publish, and promote products across channels from one place. This site's content is served from Maxin DXP.
Contact
Interested in AI systems, generative music, or creative technology? Let's talk.
Support the Vision
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