Journal · #code-review

How to Use AI for Coding Without Shipping Buggy Code

A practical workflow for using AI for coding: what to write before prompting, which tool fits which job, and how to review generated code.

AI Coding Agent: What Actually Changes on Your Team

An AI coding agent does more than autocomplete. Here is what it measurably changes for onboarding, code review, and multi-repo engineering teams.

Cyclomatic Complexity: What the Score Actually Means

Cyclomatic complexity counts the paths through a function, not how hard it is to read. Here is where the 10 threshold comes from, why tools disagree, and how to gate it without blocking your team.

AI Technical Debt Is Two Debts Your Team Is Not Tracking

AI technical debt is not just duplicated code. It is the gap between how fast AI generates and how well your team still understands the system.