Jul 18, 2026 — 10 min — Platform & AI
Stop Asking for the Best Small Model: Build a Deployment Envelope
A July 2026 field guide to choosing self-hosted open models by exact checkpoint, license, resident memory, usable context, workload quality, and production economics.
Outcome: Replaced best-model listicle logic with an auditable deployment envelope for selecting and validating small self-hosted models.