Backend Stabilization for JAMWRK by Marc BrownBackend Stabilization for JAMWRK by Marc Brown
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Backend Stabilization for JAMWRK

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Marc Brown

Marc Brown

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JAMWRK is a production-focused music learning and community platform where I worked on backend engineering, payment infrastructure, authentication, and stabilization of an AI-generated codebase.
I took ownership of the Stripe integration and backend reliability, reviewing and refactoring complex AI-generated code to make critical payment workflows reliable and production-ready. I implemented and stabilized Stripe Premium subscriptions, Stripe Connect teacher payouts, JAMWRK platform commissions, and payment webhook processing, including idempotency, failed webhook scenarios, and edge cases around payment events.
I also worked on the COPPA / Guardian verification workflow for younger users, integrating the required authorization logic with the platform's authentication and payment flows. On the authentication side, I configured and tested Firebase Authentication, email verification, password-related flows, and custom transactional email infrastructure.
A major part of the project involved human review and debugging of AI-generated Replit code. I traced existing backend logic, identified inconsistencies and integration issues, fixed production bugs, and validated the workflows through real Stripe transactions and repeated QA testing.
Tech Stack: TypeScript, JavaScript, Node.js, Firebase Authentication, Stripe, Stripe Connect, Webhooks, Replit, REST APIs, backend architecture, payment integrations, authentication, COPPA/guardian verification, production debugging, QA and system stabilization.
Key Skills: Full-Stack Development, Backend Development, API Integration, Stripe Integration, Stripe Connect, Payment Processing, Webhooks, Firebase, Authentication, TypeScript, Node.js, AI-Generated Code Review, Debugging, Production Readiness, SaaS Development, FinTech Integrations.
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Posted Aug 24, 2026

Built and stabilized JAMWRK’s TypeScript/Node.js backend with Stripe, Stripe Connect, Firebase Auth, webhooks, subscriptions, payouts, and COPPA workflows.

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Timeline

Jun 11, 2026 - Aug 10, 2026

Clients

JAMWRK