4 articles tagged

#AI Coding Agent

My Practical AI-Assisted Engineering Workflow cover
Post 01

My Practical AI-Assisted Engineering Workflow

The review loops, context boundaries, and verification habits I use to make AI useful without giving up engineering judgment.

AI10 min read
My Claude Code Refactoring Review Loop cover
Post 02

My Claude Code Refactoring Review Loop

How I used Claude Code to scan a codebase, produce a numbered quality report, and apply approved refactors one finding at a time.

AI19 min read
From PRD to Production Code with Claude Code cover
Post 03

From PRD to Production Code with Claude Code

A delivery workflow for turning product requirements into reviewed technical design, implementation slices, tests, and rollout decisions with Claude Code.

AI15 min read
Reviewing AI-Generated Code Before Merge cover
Post 04

Reviewing AI-Generated Code Before Merge

A practical review checklist for validating AI-generated backend code: business logic, state transitions, data integrity, security, tests, and production impact.

AI18 min read