// builder . trader . anon
building tools for
POLYMARKET
Autonomous bots. LP infrastructure. Trading systems.
Solo builder. AI-augmented. Everything open.
// who am I
Solo builder running autonomous systems on prediction markets since 2021. Started with ChatGPT conversations and bad bets. Now it's 12 bots, a signal pipeline, and a stack that trades while I sleep. Everything built with AI agents as co-pilots.
Based in Krakow. Background in tech, self-taught in markets. I don't come from quant finance or a hedge fund. I come from building things and breaking them until they work. The edge isn't the model — it's the iteration speed.
This site is the public layer. Open source tools, raw takes on markets, and the builder journey documented in real time. No courses. No paid groups. Just code and signal.
// what I build
Scanning 3,000+ prediction markets around the clock. Smart money detection. FOMO filtering. Signal extraction from noise.
[ explore ]Market making. LP optimization. Kelly sizing. Risk systems that run 24/7 without intervention. Built for Polymarket and Hyperliquid.
[ explore ]107 sessions. 62K lines of code. 12 shipped projects. All built solo with AI agents as co-pilots. Documenting what works and what breaks.
[ read ]MCP servers, trading tools, research frameworks. If it works, it ships to GitHub. Building in public means sharing the code.
[ github ]// early access
The same liquidity infrastructure I use to farm prediction markets — packaged so anyone can run it. No terminal. No code. Just connect and earn.
Real-time view of your positions, rewards, and PnL. See what's working, what's burning, and where to reallocate.
Bot-managed liquidity across markets. Dynamic sizing based on reward rates and risk parameters.
Geo/political event filters. Category blocklists. Circuit breakers that pull liquidity before you lose it.
// writing
7 repos, 130+ tests, zero trading logic. What I kept private, what I shipped, and why giving away the scanners is the play.
[ read on substack ]5 wallets, 4 strategies, $3.7K deployed. What the conservative bot actually nets vs the aggressive one. Full data, no cherry-picking.
[ read on substack ]OSINT from 3 sources, processed by AI agents, delivered as actionable alerts. Architecture walkthrough and lessons from 2 months live.
[ read on substack ]Anti-escalation NO as a thesis. Qatar +68pp, UAE +52pp. The geopolitical edge that prediction markets consistently misprice.
[ read on substack ]// open source
The GitHub repos ship without market filters, wallet lists, and risk configs. Those are the edge. Drop your email and I'll share access.
// stay in the loop
Building logs. Market observations. Tool releases.
Irregular cadence. Zero spam. Unsubscribe anytime.