Tech Opinions · 2 min
Making AI production-ready isn't about the model
Shipping production AI isn't about model benchmarks — it's the reliability, retries, fallbacks, observability, and cost discipline that keep LLM systems alive.
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Shipping production AI isn't about model benchmarks — it's the reliability, retries, fallbacks, observability, and cost discipline that keep LLM systems alive.
Reliable agents come from control, not capability. Cap turns and time, push predictable steps into a state machine, and keep a human on the irreversible ones.