Why this site exists
Most retail crypto trading content is either marketing or wishful thinking. Paid signal services hide their losses. "Guaranteed 100% APY" bots disappear when the market turns. Backtests cherry-pick the windows where the strategy worked. The signal-to-noise ratio is brutal.
Meanwhile, the engineering side of algorithmic trading — the boring, defensive, infrastructure-shaped part — barely gets covered. Risk management, drawdown protection, multi-strategy diversification, gate-based defense, drift detection, regime awareness: these are the things that determine whether a bot is alive in two years or buried in a forgotten cloud server.
This site documents one such system, built and operated by a single engineer, exposed publicly with all its wins, losses, and design tradeoffs.
What this is
- Long-form articles on bot architecture, risk engineering, backtesting, position sizing.
- A strategy library — one page per strategy type, with sample backtests and live performance.
- A live trade journal — every trade the bot makes, posted publicly, including losses.
- Free interactive tools — position size calculator, drop cover visualizer, risk score estimator.
- Quarterly research reports — deep dives with raw data, downloadable.
- Daily market context — auto-curated news with bot-relevant analysis.
- Behind-the-scenes — what's working, what's broken, what cost money to learn.
What this isn't
- Not a signal service that hides the losses.
- Not a "secret method" course.
- Not financial advice. Educational content only.
- Not a guarantee of returns. Past performance does not predict future results.
- Not a place to find token picks for tomorrow's pump.
If you're looking for a quick "buy this coin" recommendation, this isn't the site. If you want to understand how a real algo trading system is engineered, defended, and operated — welcome.
Methodology principles (non-negotiable)
You'll see these throughout the content. They're the rules I hold the writing to:
- Real numbers always. No marketing claims without data behind them.
- Show losses prominently. Every drawdown, every failed strategy, every bad day.
- Disclose paper vs live. Every results claim is tagged explicitly.
- No "guaranteed" language. Always probabilistic, with ranges.
- Methodology over hype. Explain why, not just when.
- Long-form preferred. Most pillar articles are 2,000–3,000 words. Real analysis takes space.
- Code and data publicly. Backtests linkable, configurations viewable, deal logs queryable.
- No clickbait. Descriptive titles. No "you won't believe what happened next."
The system, briefly
The bot behind this site runs 25+ strategy types across two paper exchanges (binance + binance-testnet) with a multi-AP architecture — separate auto-pilot instances per exchange that can run independently, share strategy code, and never cross-pollinate balances. About 200 bots are typically running concurrently.
Defensively, the system has a nine-gate stack: CrashGuard cascade detection, per-coin freefall protection, daily loss lockout, BTC dominance gate, backtest auto-disable, pattern memory (V5-A), drift detection (V5-B), profit-aware TP (V5-D), and multi-bot coordination with per-coin exposure caps (MBC). Each gate exists because at some point during development, something failed and a defense was added.
I chose paper trading first, deliberately. The plan is a four-phase live ramp from $200 → $3,000 starting in May 2026, with mandatory pre-deployment safety nets (global daily loss lockout, drawdown auto-throttle, position-size-as-percent-of-capital scaling). Each phase has explicit abort conditions. The full roadmap is documented and cited throughout the site.
The realistic plan
Compounding 1–2% daily, sustained, is harder than it sounds at scale. The honest realistic timeline to $1,000/day at this approach is 30–48 months, not six. That requires a $50–100K capital base and a strategy edge that survives both bull and bear markets — neither guaranteed. Most months will be measured in dollars, not hundreds of dollars. The work is mostly maintenance and discipline, not breakthroughs.
That's the framing this site keeps. If a target of "$200/day at $7–10K capital within 12–18 months" sounds boring, this isn't the place. If it sounds achievable through methodology, you're in the right reading list.
Free vs paid
About 80% of content is free: all pillar articles, the strategy library overview, the trade journal, daily market commentary, basic versions of all tools, all educational content. The free tier is intentionally substantive — you could build your own bot from it.
The other 20% — paid tier, opening after the first 30 days of validated live trading — adds: live bot dashboard (real-time), strategy configuration JSON downloads, premium tool versions, weekly performance reports, members community, and live trading signals. The paid tier is convenience, not knowledge: the methodology is free; the saved-100-hours-of-tuning is paid.
Disclaimer
Nothing on this site constitutes financial, investment, legal, or tax advice. All content is published for educational purposes only. Cryptocurrency markets are volatile and you may lose all of your invested capital. Past performance — paper or live — does not predict future results. Do your own research. Consult a licensed advisor before making investment decisions.
Get notified
The launch list captures emails for one purpose: notifying when paid tier opens and when key milestones are reached (first live trade, first profitable month, etc.). No spam, no daily newsletters yet.