AI-Assisted Coding at Dartmouth: AI Inside Your IDE

AI-assisted coding means using AI tools inside the same place you write and run code. The assistant works where your code already lives, which could be either your integrated development environment or your command line.

AI-assisted coding can help you write, refactor, test, and understand code as you work. This is different from copying prompts and code back and forth to a generic chat interface. Integrated tools can operate closer to your real workflow: they can respond to compiler errors, interpret stack traces, propose edits as diffs, and help you iterate without losing context.

What AI-Assisted Coding Can Do (Well)  

When AI is embedded in your coding tools, it’s particularly useful for:

• Scaffolding: drafting starter code for functions, scripts, APIs, analyses, or project structure.
• Refactoring: suggesting clearer organization, smaller functions, better naming, and consistent style.
• Debugging support: explaining error messages, interpreting logs, and proposing hypotheses to test.
• Test and documentation drafts: generating unit test templates, docstrings, comments, and README sections that you validate and improve.
• Code comprehension: summarizing unfamiliar code paths, explaining patterns, and helping you onboard to a new repository.

Why Use It  

AI-assisted coding is meant to be an accelerator, not an authority. It doesn’t replace engineering judgment, code review, or research. It reduces friction: less time on repetitive boilerplate and “blank page” moments, more time on decisions that matter.

Establishing a reproducible and ethical workflow with AI-assisted coding tools can help builders with correctness, performance, security, and domain-specific logic. Used thoughtfully, it can speed up prototyping, make refactoring less daunting, and support learning by offering explanations and alternatives.

The key is to treat AI suggestions as proposals, not as ground truth. You still need to review the changes, run the tests, and verify the assumptions.

Dartmouth Resources: Connect Your Tools to Dartmouth Chat  

Dartmouth provides access to Dartmouth Chat, and many IDE extensions and CLI coding agents can connect directly through the Dartmouth Chat API.

To connect IDE extensions or CLI coding agents to Dartmouth-supported AI services, see Dartmouth Research Computing’s guide: How do I connect my coding tool to Dartmouth Chat API?

Questions or want help getting set up? Contact research.computing@dartmouth.edu.