AI Pair Programming & Terminal Agents
Hand off a whole task, not just a function, to an AI agent that works in your terminal: reads your codebase, makes a plan, edits files across your project, runs tests, and reports back. Think less autocomplete, more junior developer who works fast.
ChatGPT
Engage in dynamic conversations, debug code, and generate creative content with advanced AI.
Windsurf (Devin Desktop)
The AI-native code editor from Codeium, now Devin Desktop by Cognition AI
GitHub Copilot
AI pair programmer for code completion, chat, and autonomous coding agents
Amazon Q Developer
AWS's generative AI coding assistant for the full software development lifecycle
AI Pair Programming & Terminal Agents
This is a step beyond autocomplete: instead of suggesting the next line of code, these agents take on a whole task. You describe what you want — "fix the failing tests in the auth module" — and the agent explores your codebase, makes a plan, edits the relevant files, runs tests, and reports back on what it did.
What kinds of tasks these handle
- Multi-file refactors — renaming, restructuring, or updating patterns across a whole codebase.
- Bug fixes — tracking down the cause of a failing test and fixing it.
- Feature scaffolding — setting up the basic structure for a new feature based on a description.
How developers are using these day to day
The common pattern is delegating well-defined, somewhat tedious tasks — updating dependencies, writing tests for existing code, fixing lint errors across a project — so developers can focus on the harder design decisions. Reviewing the agent's changes before merging is still standard practice, the same as reviewing a colleague's pull request.
Also explore in AI Coding Assistants
AI App Builders for Developers
Describe the app you want to build in plain English and get a working full-stack application — frontend, backend, and database — ready to edit and deploy. Great for prototyping ideas fast, building internal tools, or skipping the boilerplate setup on a new project.
AI Code Editors & IDEs
Code in an editor built around AI from the ground up, not a plugin bolted on. These AI-native IDEs understand your whole project, can edit multiple files at once based on a single instruction, and chat with you about your codebase like a teammate would.
AI Code Generation & Autocomplete
Get smart code suggestions as you type — whole functions, not just the next word. These AI coding assistants plug into your editor, learn from your codebase, and turn 'write a function that does X' into working code in seconds, cutting down on repetitive boilerplate.
AI Code Review & Quality
Catch bugs, security issues, and messy code before they reach production, automatically, on every pull request. These AI code review tools work alongside your human reviewers, flagging problems early so review time goes toward design decisions instead of spotting typos and obvious mistakes.
AI Test Generation & QA Automation
Generate unit tests and end-to-end tests automatically based on your existing code, so you're not writing repetitive test boilerplate by hand. These tools also help maintain test suites as your code changes, catching the maintenance burden that usually causes test coverage to slip.