The following is a TDD Kata- an exercise in coding, refactoring and test-first, that you should apply daily for at least 15 minutes .
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May 25, 2020 - Java
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test-first
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TDD prompts for AI coding agents
refactoring ai tdd multi-agent gemini hermes test-driven-development gpt harness codex prompts ai-agents claude test-first ai-agent llm prompt-engineering ai-coding openclaw harness-pattern
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Apr 30, 2026 - HTML
implementation of open weather api using Clean Architecture
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Sep 3, 2023 - Swift
PR-native release-risk assistant that tells engineering and QA teams what to test before merging risky or AI-generated code.
testing continuous-integration risk-analysis pull-request developer-tools code-review quality-assurance qa-automation test-first pr-review ai-generated-code ai-code-review release-risk merge-risk
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Sep 1, 2026 - Python
An experiment in spec-driven, test-first AI engineering: migrating a monolith to microservices where every change begins as a spec, every test must fail before trust, each step passes layered gates, and agent mistakes are measured—not hidden. Open lab notebook.
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Oct 17, 2026 - Java
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