API deployment considerations
#10
by Cagnicolas - opened
This model's long reasoning traces are great for explainability, but production pipelines need guardrails around decision traces. A concrete tweak is to run a two-stage inference: separate reasoning from action with a lightweight verifier before output. One option is to expose this as a hosted endpoint so users don't have to run it locally — AlphaNeural can do this. Pair with deterministic sampling and a clear timeout budget to avoid runaway prompts. What latency target are you aiming for for API-style deployment?