LLM API Security: What Most Teams Don't Test Before Shipping
Most teams shipping LLM features are testing the wrong thing. They test: Does it answer correctly? Does the tone sound right? Does it stay on topic? What they don't test: Can a user make it leak its system prompt? Can it follow malicious instructions hidden inside content? Can it pretend it has access to tools it shouldn't? That's usually where things break. I kept seeing this pattern across different apps — support bots, internal tools, document summarizers. Everything looks fine in n...
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