Why a 95% win rate can still wipe out a trading account
Martingale bots double the position after every loss. That is why their equity curves look so smooth, and why they eventually break. Three checks expose it in any statement.
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Plain-English guides on crypto, trading and AI agents, written by someone who lost money learning this. Plus free tools that read the trades, not the marketing.
Win rate94.1%
Size after a loss2.0x · martingale
Risk of ruinunderstated
Skill or lucktoo short to tell
Bitcoin · 24h
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Market moodloading
Owlgo reads the Fear and Greed index so you don't trade on vibes.
Data: Coinbase Exchange and alternative.me, refreshed every minute. Not a signal.
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What AI trading agents actually do in 2026, and where they break
Agents now trade prediction markets and perps from their own wallets. The model is rarely the edge. Sizing rules, data and limits decide whether they survive.
Position sizing for people who hate maths
Two traders take identical trades. One risks 1% a trade, the other 10%. After eight losses, one is down 8% and the other needs to double what is left. Here is the one formula that matters.
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Crypto
Bitcoin, wallets, security and on-chain markets, in plain English.
2 guidesTrading
Risk, sizing, derivatives and the statistics behind a real edge.
3 guidesAI Trading
Bots, expert advisors, backtests and what machine learning really adds.
2 guidesAgents
Autonomous trading agents, prediction markets and their failure modes.
2 guidesPlaybooks
Checklists, workflows and red flags from things that went wrong.
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A calm way to think about Bitcoin cycles
Halvings get the headlines, but liquidity and leverage move the market just as much. A framework for long-term holders that does not need a price prediction.
How many trades before a track record means anything?
Three great months proves less than it feels like. The probabilistic Sharpe ratio gives a rough answer to how many trades you need before luck stops being the likely explanation.
How one sentence on a web page can move your agent's money
If a trading agent reads the internet, the internet can give it instructions. What prompt injection looks like in practice, and five defences that hold up.
A 10-minute crypto security checklist
Most crypto losses come from people being tricked, not from broken cryptography. Ten steps that block the attacks we see most often.
You tested 200 strategies with ChatGPT. Your best one is probably luck.
AI can write and test strategies faster than ever, which makes picking a lucky winner easier than ever too. How to keep a great backtest from becoming a bad live result.
Reading funding rates without fooling yourself
Funding shows who is crowded on perpetual futures and who is paying for it. Useful context, poor crystal ball.
Free tools
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Most used
Bot X-ray
Upload an MT4 statement or CSV, or paste a Polymarket or Hyperliquid wallet. Finds martingale and grid sizing, worst drawdown and risk of ruin.
Open tool FreePosition size calculator
Size a trade from your account, risk per trade and stop distance. Shows the loss in money and what it takes to recover.
Open tool FreeDrawdown recovery
See how much you need to gain back after any loss, and how many winning trades that really takes.
Open toolMeet the mascot
Owlgo doesn't blink at hype.
Owls see in the dark and tilt their heads when something doesn't add up. Owlgo shows up in our guides with quick sniff tests, warns you in the tools, and answers questions from our articles (with sources) in the Ask Owlgo chat.