What Is an AI Code Assistant?
A plain-English guide to AI code assistants: what they help with, where they get risky, and how solo builders can use them safely.
Modern tools. Old-stack common sense.
A plain-English guide to AI code assistants: what they help with, where they get risky, and how solo builders can use them safely.
AI coding tools are useful for small, reviewable code work, but they still need clear goals, fresh context, testing, and human judgement before anything ships.
A practical first-project guide for non-programmers using vibe coding: start small, private, testable, and low-risk.
A practical way for non-developers to choose vibe coding tools by job: planning, prototyping, code changes, and deployment.
A practical way to compare AI assistant accuracy using your own prompts, expected answers, failure cases, and human review.
Bolt.new is useful for quick app prototypes and interface exploration, but a working preview still needs review before it becomes real software.
A WordPress workflow is a repeatable path for drafting, reviewing, publishing, automating, or moving work through WordPress with human review.
A plain-English explanation of the LAMP stack: Linux, Apache, MySQL or MariaDB, and PHP, and why it still works for small web projects.
A practical guide to what n8n workflows should record after they run, from triggers and outputs to review status and readable receipts.
Old stack means practical, mature web tools that are easy to host, debug, maintain, and explain to AI coding assistants.