Failure Stories & Lessons

What goes wrong in production

Leaked API keysAccidental prod usage in devBurned credits from testingSecurity incidents & near-misses

3 Articles

January 5, 2026

Lessons From Leaked API Keys: Real Stories and How to Avoid Them

Learn from the costly mistakes others have made with LLM API keys. These real-world failure stories reveal common pitfalls and how to prevent them.

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December 20, 2025

The True Cost of Credential Exposure: Beyond the API Bill

When API keys leak, the immediate charges are just the beginning. The full impact includes engineering time, security audits, and lasting organizational changes.

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December 1, 2025

When Development Meets Production: Environment Confusion Horror Stories

The line between development and production seems clear until it isn't. These stories of environment confusion illustrate why proper separation matters.

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