Tariq Fairbanks

A thorough review pass tuned for legacy Java systems — correctness first, style last. Built for platform 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.

A disciplined build-a-feature workflow for serverless functions: plan first, tests first, small diffs. Built for platform teams working in serverless functions, 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 systematic debugging workflow for machine-learning services that finds root causes instead of symptoms. Built for agency dev shops 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 safe refactor plan for mobile apps: characterization tests, seams, and steps that keep CI green. Built for agency dev shops working in mobile apps, 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 CLI tools — behavior tests, edge cases and fixtures that stay maintainable. 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.