Fundamentals 5 min read

Six Common Code Review Mistakes and How to Avoid Them

This article outlines six frequent code review pitfalls—including missing change notes, overusing generic exception handling, blind trust in third‑party inputs, overly broad variable scopes, lack of staged results, and excessive logging—and offers practical recommendations to improve code quality and maintainability.

JD Retail Technology
JD Retail Technology
JD Retail Technology
Six Common Code Review Mistakes and How to Avoid Them

Recent incidents where pop‑up bugs caused massive app deletions highlight the need for stricter internal code reviews. Our team formed a dedicated review group and identified six recurring problems.

1. Missing change documentation – Developers often omit comments or change logs, assuming code is self‑explanatory, leading to unclear commit histories.

2. Overusing generic exception catching – Wrapping entire controller methods in a global try‑catch hides specific errors and hampers transaction rollback; using aspect‑oriented handling or propagating exceptions is recommended.

3. Blind trust in third‑party inputs – Failing to validate parameters from front‑end or upstream services can cause SQL injection or data loss, as illustrated by a near‑catastrophic update without null checks.

4. Excessively wide variable scope – Splitting variable creation and assignment across methods increases uncertainty and obscures core logic; consolidating related variables improves readability.

5. Lack of staged results in processing – Early validation and early returns reduce deep nesting and make the processing flow clearer.

6. Logging issues – While extensive logs aid debugging in micro‑service environments, careless logging can introduce null‑pointer or memory‑overflow problems; avoid serializing null objects and unbounded async queues.

Addressing these issues can significantly enhance code maintainability and reliability.

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Exception HandlingCode reviewSoftware qualitybest practiceslogging
JD Retail Technology
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