Andrei Rao

A systematic debugging workflow for legacy Java systems that finds root causes instead of symptoms. Built for startup engineering teams working in legacy Java systems, tuned for Claude. 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 machine-learning services — behavior tests, edge cases and fixtures that stay maintainable. Built for platform teams working in machine-learning services, tuned for Claude. 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 DevOps tooling: plan first, tests first, small diffs. Built for agency dev shops working in DevOps tooling, tuned for Claude. 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 Python backends. Built for technical founders working in Python backends, tuned for Claude. 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 thorough review pass tuned for CLI tools — correctness first, style last. Built for startup engineering teams working in CLI tools, tuned for Claude. 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.