Blog
Cloudbet automation field notes.
Practical notes for bettors who script: API automation, paper-first testing, staking rules, bankroll caps, and the parts of live execution that backtests hide.
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IMAGE SLOT Cloudbet API automation: a primer for sports bettors who script 960×540 · alt: "Cloudbet API automation: a primer for sports bettors who script" 8 min readCloudbet API automation: a primer for sports bettors who script
How Cloudbet API automation works for bettors who already script: keys, odds polling, paper mode, stake caps, and live guardrails.
- Cloudbet API
- Automation
- Strategy Design
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IMAGE SLOT Why we built BYOK instead of becoming a sportsbook 960×540 · alt: "Why we built BYOK instead of becoming a sportsbook" 7 min readWhy we built BYOK instead of becoming a sportsbook
Why Glitch Edge uses bring-your-own Cloudbet keys instead of holding funds, making lines, or pretending to be a sportsbook.
- BYOK
- Product
- Cloudbet
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IMAGE SLOT Kelly vs fixed-fraction staking: a sober comparison with numbers 960×540 · alt: "Kelly vs fixed-fraction staking: a sober comparison with numbers" 8 min readKelly vs fixed-fraction staking: a sober comparison with numbers
A practical comparison of Kelly and fixed-fraction staking for automated bettors, with simple numbers and bankroll guardrails.
- Bankroll
- Staking
- Risk
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IMAGE SLOT Paper-first: how we de-risk going live with new strategies 960×540 · alt: "Paper-first: how we de-risk going live with new strategies" 7 min readPaper-first: how we de-risk going live with new strategies
A practical paper-first workflow for testing automated betting strategies before any Cloudbet live bet permission is enabled.
- Paper Trading
- Automation
- Risk
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IMAGE SLOT Why your betting model lies to you in-sample 960×540 · alt: "Why your betting model lies to you in-sample" 6 min readWhy your betting model lies to you in-sample
Every model looks profitable in backtest. The gap between backtest ROI and live ROI is where the whole industry loses money — and it's almost always the same three bugs.
- Backtesting
- Model Validation