From fixing bugs to shipping small apps — AI as a pair programmer
Have AI explain an error and propose a minimal fix
~15 min
Suggested tool: DeepSeek
Coding AIs explain errors, complete code, and break down tasks. You still run tests, understand changes, and never paste secrets. Beginners: start with “explain this code”.
You are a senior engineer. First explain this error in plain language, then propose a minimal fix — do not rewrite the whole file. Error: TypeError: Cannot read properties of undefined (reading 'map') Code: const items = data.list; return items.map(...)
VS Code-based AI-first code editor with powerful AI completions, inline editing, and codebase chat.
GitHub's AI coding assistant deeply integrated with VS Code, JetBrains, and other IDEs, supporting code completion and conversational coding.
High-performance LLM from DeepSeek achieving GPT-4-level performance at a fraction of the cost, supporting 128K context and deep reasoning.
After this, try