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software-bugs

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software-bugs

Lessons from 194 Tracked Bugs: Improving Coding, Testing, and Debugging Practices

Below are the most important lessons I've summarized, covering three aspects: coding, testing, and debugging.
software-bugssoftware-testing 519
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1Regression Testing: Preventing Regression Defects in Software In this article, we will introduce the challenges of regression testing, strategies for minimizing regression defects and so on.
233 LLM Evaluation Metrics: A Complete Guide for 2026 | Performance, Quality & Cost Learn how to evaluate Large Language Models with 33 essential metrics covering latency, output quality, safety, and cost. Includes a practical learning roadmap for AI engineers and testers.
3Automated Playtesting & Game AI Testing: Benefits, Challenges, and Future In this article, we will explore the advantages and disadvantages of automated playtesting for game developers and provide tips for better playtesting.
4How to Improve Code Testability: Practical Tips for Java Unit Testing Learn how to improve code testability for Java unit tests with practical methods (SRP, DI, TDD). Boost code quality, enable shift-left testing, and reduce engineering time.
5Precision Testing in Practice: A Fund Team's Journey from Experience-Based to Data-Driven Quality Assurance Learn how Shenwanhongyuan Securities implemented precision testing to reduce regression testing by 67%. This technical guide covers JaCoCo implementation, method-level code mapping, and intelligent test case recommendation for financial services applications.
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