API and webhook diagnostics
Root-cause oriented debugging for unstable integrations, auth drift, schema changes, and brittle event handling.
I work best on focused engineering problems: broken integrations, repetitive manual workflows, scoped AI features, and release-risk validation. The goal is a usable result, not a demo.
The strongest fit is fixed-scope technical work that needs careful reasoning, evidence, and a handoff another engineer can actually continue.
Root-cause oriented debugging for unstable integrations, auth drift, schema changes, and brittle event handling.
Scripts, scrapers, bots, and internal helpers that cut repetitive work without creating another maintenance problem.
Controlled AI inside existing workflows with schemas, fallback logic, approval gates, and cost-aware scope.
Smoke and regression checks that surface real risk quickly and produce findings developers can use.
Use GitHub if you want technical footprint first. Use Upwork if the problem is already clear and you want the shortest route to scope.