Tag: maintainability

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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