prompting

84% of developers now use AI coding assistants, but only 33% trust the output — and that gap is almost entirely a prompting and workflow problem, not a tool problem. ChatGPT can generate boilerplate, explain unfamiliar code, draft tests, and debug stack traces faster than any reference lookup. It can also introduce subtle security vulnerabilities, confidently produce outdated API calls, and miss edge cases in ways that pass a quick review. This guide covers the workflows that extract real value and the rules that keep you out of trouble.

Claude is an AI chatbot built by Anthropic and available on Claude.ai, through the API, and via third-party integrations. It excels at long-form writing, coding, analysis of complex documents, and reasoning through multi-step problems. Unlike ChatGPT, Claude does not train on conversations, offers higher context limits, and produces more thorough outputs. This guide explains what Claude is, how to access it, what it does better than competitors, its actual limitations, and how to prompt it effectively.