askvoytek
askvoytek

askvoytek

Homelabs, trading bots, mining rigs, and automation — built in public, mistakes included. 25 years in IT, now going deep on Linux, Python, and DeFi. If it's got a chip in it, I'll probably try to automate it. More builds and write-ups at askvoytek.substack.com and voytek.ai. Whatever you're building today, keep going. 🚀


Agent 3: The Gap Scout — When Your Bot Lies With a Straight Face: Arb Series, Part 3 — the agent that almost cost me money by being too confident

12 Aug 2026 4 minute read 0 comments Voytek.AI

Arb Series, Part 3 — the agent that almost cost me money by being too confident   A few days ago, someone asked me a question on LinkedIn that I’ve been chewing on ever since: “Is the blocklist manual for now or are you planning to flag emission pat...

Agent 2: The Yield Hunter — When Your Bot Learns to Distrust Its Own Data

28 Jul 2026 4 minute read 0 comments Voytek.AI

Building the intelligence layer that decides where your money works harder — and learning DeFi's dark side the hard way. A $100 Raspberry Pi sitting on my desk in Atlanta is making continuous financial decisions on a live blockchain. No cloud...

I've Been in Crypto Since the Beginning. It Took Me This Long to Build My Own Bot.

27 Jul 2026 4 minute read 0 comments Voytek.AI

"How I built a 7-agent DeFi signal system on a Raspberry Pi — most people use $50,000 rigs. Mine cost $80." Before Robinhood. Before retail investing was cool. Before everyone had a brokerage app on their phone. There was crypto.   Bit...

How I Turned My Most Frustrating Crypto Miners Into a Self-Healing System — 9 Years Later

11 Jul 2026 5 minute read 0 comments Voytek.AI

  Five Moonlander 2 sticks running headless on a Raspberry Pi 3. No monitor. No babysitting. Finally. Thanks for reading Voytek's Substack! Subscribe for free to receive new posts and support my work.     I bought my first Moonlander...