Connect one agreed API or AI feature to an existing Python or Next.js application.

The $1,500 starter scope covers one integration and one user flow, with up to 12 hours of implementation and testing. We confirm the provider, supported stack, inputs, outputs and acceptance checks before work starts. Examples include an authenticated API connection, document Q&A flow or a structured AI response used by your application.

You receive the implementation, configuration instructions without secrets, relevant tests, error-handling notes and a practical handoff. Two consolidated revision rounds within the agreed scope are included. Target delivery is two weeks after the agreed access and requirements are ready.

Provider usage, subscriptions and hosting are paid by you. New applications, major refactors, migrations, multiple providers and production operations are quoted separately. Please contact me before purchasing; an initial review may identify prerequisite repairs or a different scope.

I use AI-assisted tools with review and testing. Share project restrictions and sanitized examples. Never send credentials or private customer records in chat.