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Research#llm📝 BlogAnalyzed: Jan 3, 2026 07:05

Plan-Do-Check-Verify-Retrospect: A Framework for AI Assisted Coding

Published:Jan 3, 2026 04:56
1 min read
r/ClaudeAI

Analysis

The article describes a framework (PDCVR) for AI-assisted coding, emphasizing planning, TDD, and the use of specific tools and models. It highlights the importance of a detailed plan, focusing on a single objective, and using TDD (Test-Driven Development). The author shares their setup and provides insights into prompt design for effective AI-assisted coding.
Reference

“The author uses the Plan-Do-Check-Verify-Retrospect (PDCVR) framework and emphasizes TDD and detailed planning for AI-assisted coding.”

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Software Development#LLM, TDD, AI👥 CommunityAnalyzed: Jan 3, 2026 09:27

Test-driven development with an LLM for fun and profit

Published:Jan 16, 2025 15:30
1 min read
Hacker News

Analysis

The article's focus is on the application of Large Language Models (LLMs) in Test-Driven Development (TDD). The title suggests a practical and potentially beneficial use case, hinting at improved efficiency or quality in software development. The 'fun and profit' aspect implies a positive and potentially lucrative outcome.
Reference

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Research#ML Testing👥 CommunityAnalyzed: Jan 10, 2026 16:39

Optimizing Machine Learning System Testing

Published:Aug 31, 2020 15:07
1 min read
Hacker News

Analysis

The article likely discusses methodologies for evaluating and validating machine learning models and systems, which is crucial for reliability. Analyzing the content's specific approaches, like unit testing or integration testing, would be important.
Reference

“Without the content of the article, a key fact cannot be determined. Assuming the context is about testing.”

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