Marco Vance

A thorough review pass tuned for Python backends — correctness first, style last. Built for startup engineering teams working in Python backends, tuned for ChatGPT. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

Meaningful test coverage for CLI tools — behavior tests, edge cases and fixtures that stay maintainable. Built for startup engineering teams working in CLI tools, tuned for ChatGPT. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A safe refactor plan for GraphQL services: characterization tests, seams, and steps that keep CI green. Built for platform teams working in GraphQL services, tuned for ChatGPT. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A disciplined build-a-feature workflow for legacy Java systems: plan first, tests first, small diffs. Built for startup engineering teams working in legacy Java systems, tuned for Cursor. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A structured way to make and document architecture calls for internal dashboards. Built for platform teams working in internal dashboards, tuned for Cursor. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.