Ship the eval before the feature
Why every AI system 48x ships starts with an evaluation harness, and how that one habit separates production AI from permanent pilots.
Short and practical, written by the team that builds, evals, MCP, guardrails, and what production AI actually takes.
Why every AI system 48x ships starts with an evaluation harness, and how that one habit separates production AI from permanent pilots.
Lessons from shipping an MCP server alongside native apps for Shopify, BigCommerce, Magento, WooCommerce, and OroCommerce.
How the 48x invest-and-partner model works, and why a compliance build and an aviation-safety build started inside a studio instead of an accelerator.
Tell us what you're trying to ship. We'll tell you honestly whether we're the team, and how fast.
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