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) 🧪
Agent Looper
Live
Agent Looper is an open-source fix-until-green harness: your coding agent writes a frozen goal and a deterministic check, then a fresh worker loops until that check passes — with a budget that actually stops.
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.
Mubert
Live
Pioneered the generative music space. Developed AI systems for real-time music generation used by millions. Generated over 100 million tracks and secured B2B partnerships with Adidas, PicsArt, and more.
Vibing Agents
Live
I tested vibe coding tools and agentic engineering stacks so you don't have to. This page is a practical guide to vibe coding tools and the best AI coding agents in 2026.
The Vacuum Cleaner Gets Smart
Live
Online media outlet covering AI and tech from a 'Builder-Skeptic' perspective. Focuses on practical AI applications and critical analysis of the tech landscape.
Beatle-Pass
In Development
A music card game and gamified production system. Web3-ready concept allowing players to use cards as sound generators for pocket studio creation.
Obsidigram
Live
Turn Obsidian into a headless CMS for Telegram and more. Schedule and publish your notes from Obsidian to Telegram, Facebook, and Threads.
DJing & Sound Design
Live
Verified DJ on Resident Advisor. 175K+ views on Traktor Pro tutorials. Co-Founder of Zwook.ru online music school. A deep history in electronic music culture.
MD-Scanner
In Development
Auto-detects and tags Markdown documents with zero-setup graph visualization. Solves the manual organization burden in Personal Knowledge Management (PKM).
Speaking & Mentorship
Live
Sharing insights from the trenches of AI production, music technology, and digital entrepreneurship.
RoboBob's Bot
In Development
Ethically sourced AI image generation Telegram bot using Bria AI FIBO. Focusing on responsible AI usage and educational tools for generative art.
Contact
Interested in AI systems, generative music, or creative technology? Let's talk.
Support the Vision
If you value these systems and insights, consider supporting my work. Your contributions help keep these "Magical Idiots" running and allow me to focus on building the next generation of DXP.