AI Pass Blog
Tutorials, guides, and resources to help you build with AI.
Hand Off an AI Pass Feature with Reproducible Evidence
A precise handoff separates implementation, mocked checks, OAuth observations, deployment, and genuinely observed wallet-funded inference.
Discover AI Pass Models at Runtime by Method and Capability
Select from the current catalog by method and capability, while keeping public metadata discovery separate from authenticated inference.
Test Duplicate AI Actions and Unknown Paid Outcomes
Separate duplicate intent from lost responses, preserve unknown outcomes, and test dispatch counts without claiming remote exactly-once behavior.
Migrate Provider-Key Apps to Optional OAuth with Boundary Tests
A credential-boundary matrix catches wrong-route secrets, cross-user connection reuse, and silent payer fallback before rollout.
Add AI Pass to an Existing App Without Moving Hosting or Auth
Inspect the real call chain before editing, then scope one reversible AI Pass path around the product's existing infrastructure.
Choose AI Pass or Direct BYOK with a Decision Record
Build a route decision from explicit requirements, including the cases where direct BYOK should remain the only permitted choice.
Add optional user funding to an existing AI credit app
Introduce wallet-funded AI without rewriting customers' purchases: preserve credit balances, roll out by cohort, and stop new dispatch safely on rollback.
A plain-language privacy FAQ for Connect AI Pass
Answer skeptical users with specific boundaries and plain-language consent, separating wallet authorization from app data practices and paid actions.
OpenAI Marketplace: 32 partners, no self-service checkout
OpenAI Marketplace has 32 launch partners and no self-service checkout. Learn how qualifying purchases count toward commitments, who invoices and where eligibility matters.
One click, one paid AI action: prevent duplicate requests
A durable operation record helps repeated clicks return to one action. Unknown upstream outcomes need reconciliation, not an automatic paid retry.
OpenAI Private Intelligence: where ZDR records live
Zero Data Retention can still involve encrypted safety records in your cloud storage. Here's what Private Safety Processing changes, where Private Inference stands, and what the image leak establishes.
ChatGPT plugin extensions and MCP Events: what to build
ChatGPT plugin extensions add app interfaces; MCP Events starts saved tasks when connected data changes. Learn what to build, how to submit and which limits apply.