Stop Asking LLMs to Be Deterministic
LLMs are stochastic by design. Reliable agent workflows come from surrounding that chaos with deterministic code, not from wishing the model were predictable.
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LLMs are stochastic by design. Reliable agent workflows come from surrounding that chaos with deterministic code, not from wishing the model were predictable.
Reproducing Android-to-API security findings means juggling emulators, certificates, and proxy config you touch a few times a year. Here's how I automated the setup away.