▸case-01 I just completed adding a user authentication service to our codebase. Please review my execution log and commit history using the TDD supervisor process to audit whether I strictly followed proper test-driven methodology, and return a detailed compliance report highlighting any process violations. | fail→fail | 6,621 | 13,770 | +108% | 1 | 1 | 0% | 1,017 | 2,753 | +171% | 0 | 0 | — |
▸case-02 Can you guide me through building a new string parsing utility using the automated TDD babysitter process? I want you to enforce test-driven development standards at every step and give me immediate status checks before I move between writing tests and writing implementation code. | pass→pass | 6,538 | 5,098 | -22% | 1 | 1 | 0% | 1,136 | 917 | -19% | 0 | 0 | — |
▸case-03 We are reviewing a pull request for a payment gateway integration module. Please run a process assessment on the commit logs and unit test execution records to check for test-driven development workflow adherence, providing an evaluation summary indicating if the implementation process met TDD standards or requires restarting. | fail→fail | 12,801 | 5,332 | -58% | 1 | 1 | 0% | 2,014 | 537 | -73% | 0 | 0 | — |
▸case-04 A developer wrote the calculate_tax function logic first because the calculation rules were straightforward, and then added a unit test suite immediately after to verify the calculations. How should a strict test-driven development audit classify this execution sequence? | fail→pass | 7,971 | 6,102 | -23% | 1 | 1 | 0% | 1,408 | 1,154 | -18% | 0 | 0 | — |
▸case-05 When writing a unit test for a new email validator feature, the developer ran the test for the first time against an empty module scaffold and the test passed with zero failures. Should the developer proceed directly to writing production code? | fail→pass | 8,309 | 5,652 | -32% | 1 | 1 | 0% | 1,462 | 962 | -34% | 0 | 0 | — |
▸case-06 During a sprint, an engineer suggests: 'Let me implement the full payment gateway endpoint first so we can demo it to product, and I will write all unit tests after the demo.' How should a test-driven development workflow supervisor evaluate this suggestion? | fail→fail | 14,447 | 9,954 | -31% | 1 | 1 | 0% | 2,015 | 1,737 | -14% | 0 | 0 | — |
▸case-07 A developer is adding a helper function is_even(n) that returns n % 2 == 0. They state that this function is too trivial to write a test for first and want to bypass test creation. What action should be taken under test-driven development rules? | pass→pass | 6,736 | 4,806 | -29% | 1 | 1 | 0% | 1,241 | 1,005 | -19% | 0 | 0 | — |
▸case-08 An engineer fixing a critical production bug in order_processing.py says: 'I know TDD requires writing a failing test first, but just this once because of the emergency incident, I will write the fix code first and add tests later.' How should this rationalization be handled? | fail→fail | 14,419 | 8,452 | -41% | 1 | 1 | 0% | 2,352 | 1,236 | -47% | 0 | 0 | — |
▸case-09 I am starting work on an order discount calculator module in Python. I want an automated workflow manager to oversee my red-green-refactor cycle. Which supervisory process path should be invoked to monitor this workflow? | fail→pass | 12,596 | 3,339 | -73% | 1 | 1 | 0% | 2,244 | 597 | -73% | 0 | 0 | — |
▸case-10 Where are the underlying process agents for the test-driven development enforcement workflow defined in the repository file structure? | fail→pass | 7,054 | 2,541 | -64% | 1 | 1 | 0% | 1,228 | 459 | -63% | 0 | 0 | — |
▸case-11 In an audit of git commit history for user_service.rb, commit 1 adds def create_user with full implementation code, and commit 2 adds test_create_user. What is the mandatory TDD process resolution for this pull request? | fail→pass | 6,727 | 4,698 | -30% | 1 | 1 | 0% | 1,240 | 809 | -35% | 0 | 0 | — |
▸case-12 A developer wrote a test test_order_total and ran pytest. The test runner returned 1 passed, 0 failed before any production code was written inside order_total. What action must the TDD auditor mandate? | fail→fail | 5,788 | 4,703 | -19% | 1 | 1 | 0% | 1,009 | 828 | -18% | 0 | 0 | — |
▸case-13 List the primary process anti-patterns regarding code order and test outcomes that mandate an immediate stop and start over during a test-driven development workflow. | pass→pass | 14,599 | 3,921 | -73% | 1 | 1 | 0% | 2,548 | 787 | -69% | 0 | 0 | — |
▸case-14 What are the process violations regarding task simplicity and special-case exceptions that require discarding work and starting over during test-driven development? | fail→pass | 18,814 | 6,096 | -68% | 1 | 1 | 0% | 2,622 | 1,169 | -55% | 0 | 0 | — |
▸case-15 We are building an in-memory key-value cache with TTL expiration in Go. Set up the automated babysitter process tool that monitors test-driven development execution for this task. | fail→fail | 19,985 | 5,098 | -74% | 1 | 1 | 0% | 3,912 | 445 | -89% | 0 | 0 | — |
▸case-16 A PR author wrote in their PR comment: 'Implemented the JWT refresh token handler; I'll test after we merge to staging.' How should a TDD process review respond to this PR submission? | fail→pass | 10,841 | 7,905 | -27% | 1 | 1 | 0% | 1,792 | 1,415 | -21% | 0 | 0 | — |
▸case-17 A developer argues that reading a JSON config file in config_loader.ts is 'too simple to test' and wants to commit the reader function directly without prior unit tests. How should the tech lead enforce process discipline? | fail→pass | 12,805 | 8,791 | -31% | 1 | 1 | 0% | 1,999 | 1,738 | -13% | 0 | 0 | — |
▸case-18 During a production outage in the checkout pipeline, an engineer wants to submit a hotfix commit without a failing unit test first, claiming 'just this once' to restore uptime. What is the mandatory test-driven development response? | pass→pass | 8,178 | 3,574 | -56% | 1 | 1 | 0% | 1,330 | 641 | -52% | 0 | 0 | — |
▸case-19 When configuring an automated supervisor check for test-driven development discipline, which specific superpower process route should be invoked by the babysitter integration? | fail→pass | 9,618 | 1,740 | -82% | 1 | 1 | 0% | 1,562 | 333 | -79% | 0 | 0 | — |
▸case-20 We are setting up a brand new Node.js backend repository and need to choose between Jest, Mocha, and Vitest for running unit tests. Recommend the best test runner based on execution speed and ESM native support. | pass→pass | 12,384 | 12,253 | -1% | 1 | 1 | 0% | 2,180 | 2,226 | +2% | 0 | 0 | — |
▸case-21 We have an existing, fully tested legacy module invoice_calculator.py with 100% passing unit test coverage. We need to refactor the internal algorithm for performance without altering external behavior. How should we perform this refactoring safely? | pass→pass | 12,123 | 6,727 | -45% | 1 | 1 | 0% | 2,043 | 1,263 | -38% | 0 | 0 | — |
▸case-22 How do I write an integration test in Python using pytest to verify that a Dockerized PostgreSQL container accepts connections and executes a simple SELECT query? | pass→pass | 10,664 | 10,966 | +3% | 1 | 1 | 0% | 2,034 | 2,201 | +8% | 0 | 0 | — |