NeverRest AI — Agent Systems & API Integrations by Jack KochenNeverRest AI — Agent Systems & API Integrations by Jack Kochen

NeverRest AI — Agent Systems & API Integrations

Jack Kochen

Jack Kochen

As Technical Lead at NeverRest AI from June through September 2026, I worked on adapting an agent system to client requirements.
I developed a custom harness from OpenClaw/Hermes foundations and worked across model routing, local inference, Docker environments and FastAPI services. My contribution also included administration and chat interfaces, OAuth/access controls, and integrations with Supabase, Stripe and Vercel.
Testing and deployment hardening were part of the delivery. This work is relevant to diagnosing agent/API failures and checking that integrations behave as intended.
This summary omits client-confidential code, data and access details. The cover is a project-summary graphic, not a screenshot of a client system.
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Posted Oct 12, 2026

Agent harness, Docker/FastAPI services and business integrations, with testing and deployment hardening.