Tag: maintainability

Retrospectives for Vibe Coding: Fixing AI Output Failures
Retrospectives for Vibe Coding: Fixing AI Output Failures

Tamara Weed, Oct, 25 2026

Learn how to implement specialized retrospectives for Vibe Coding to fix AI output failures. Discover why standard agile methods fail and how structured analysis improves maintainability.

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Enterprise Technology

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vibe coding retrospectives AI output failures prompt engineering maintainability AI incident analysis
Test Coverage Targets for AI-Generated Code: Realistic Benchmarks for 2026
Test Coverage Targets for AI-Generated Code: Realistic Benchmarks for 2026

Tamara Weed, Jul, 22 2026

Discover realistic test coverage targets for AI-generated code in 2026. Learn why 80% is no longer enough and how to use risk-based testing, mutation scores, and path coverage to ensure maintainability and reduce defects.

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Enterprise Technology

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AI code test coverage realistic coverage targets mutation testing risk-based testing maintainability
Style Guides for Prompts: Achieving Consistent Code Across AI Sessions
Style Guides for Prompts: Achieving Consistent Code Across AI Sessions

Tamara Weed, Apr, 26 2026

Learn how to create prompt style guides to ensure AI-generated code remains consistent across sessions, reducing technical debt and review time.

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Enterprise Technology

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prompt style guides LLM code consistency prompt engineering AI coding standards maintainability

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