Switching AI Providers: The Real Cost Nobody Prices

Podcast/Substack · ~18 min · Listen · (gathered 2026-09-03)

• Nate B. Jones argues that the true, unpriced cost of switching AI providers isn’t just the model itself, but the irreplaceable “accumulated working context” built within a single platform, warning that providers can change terms unexpectedly (e.g., OpenAI leaving Cursor).
• He emphasizes that the model is replaceable, but six months of accumulated working context isn’t, detailing his $600-plus monthly AI setup, what he keeps outside every provider, and the seven questions a project note must answer for portability.
• To ensure work isn’t trapped, Nate introduces a “30-minute provider exit test” and a “Provider Independence Audit” (a 5-prompt audit) to assess if your work can leave a provider or if you’re too dependent.