Code Review Practices: Making Reviews Useful, Not Painful
Good code reviews catch bugs and spread knowledge. Bad ones create friction and resentment. Here's how to do them well.
February 24, 2026 · 12 min · 2380 words · Rob Washington
Table of Contents
Code review is a skill separate from coding. A great programmer can give terrible reviews — nitpicking style while missing logic bugs, or rubber-stamping everything to avoid conflict.
Good reviews improve code quality and team knowledge. Bad reviews slow everything down. These practices help you do reviews that actually help.
The author spent time on this. They made choices for reasons. Before commenting “why didn’t you…”, consider they might have tried that and found it didn’t work.
# Bug: Returns wrong result for empty listdefaverage(numbers):returnsum(numbers)/len(numbers)# ZeroDivisionError!# Comment: "What happens when numbers is empty?"
# SQL injection?query=f"SELECT * FROM users WHERE id = {user_id}"# Exposed secrets?API_KEY="sk_live_abc123"# Missing authorization?defdelete_user(user_id):# Who can call this?db.delete(user_id)
# Will future developers understand this?result=[xforxindataifx.aandnotx.borx.candx.d>5]# Comment: "This condition is hard to follow. Could we extract to a named function?"
PR Description:
- What: Add rate limiting to API endpoints
- Why: We're getting hammered by a misbehaving client
- How: Token bucket algorithm with Redis backend
- Testing: Added unit tests, tested manually with wrk
- Concerns: Not sure about the 100 req/min limit — feedback welcome
# Code Review Guidelines
## Required
- At least one approval before merge
- All CI checks passing
- No unresolved blocking comments
## Timeframe
- Reviews within 24 hours
- If blocked, ping in Slack
## Scope
- PRs should be <400lineswhenpossible-SplitlargechangesintostackedPRs
If you think the approach is wrong, explain why and suggest an alternative.
Code review is collaboration, not judgment. The goal is better code and shared understanding, not proving who’s smarter.
Review like you’d want to be reviewed: thorough but kind, specific but not pedantic, focused on what matters. The team that reviews well ships better code with less friction.
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