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deterministic-systems
2 postsAn alternative to LLM judges: risk-based deterministic routing
Instead of using an LLM to judge quality, this four-layer design routes tasks by risk using deterministic code, diff review, and fixed sampling.
Deterministic AI: Not everything should burn tokens
Stop burning tokens on deterministic work. Learn why scheduled tasks and data transforms belong in your app layer, not your AI agent's context window.
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