2026 AI Coding Usage Survey-0

2026 AI Coding Usage Survey

How are developers actually using AI to write code in 2026?

Cursor, GitHub Copilot, Claude Code, ChatGPT — AI coding tools have fundamentally changed how software gets built. This survey benchmarks real developer usage: which tools win, what tasks AI owns, and where human judgment still leads.

Anonymous. Takes 3 minutes.

Which best describes your coding experience?

Beginner — less than 1 year

Junior — 1–3 years

Mid-level — 3–6 years

Senior — 6–10 years

Staff / Principal / Architect — 10+ years

Non-developer who uses AI to code

Which programming languages do you primarily work in? (Select all that apply)

Python

JavaScript / TypeScript

Go

Rust

Java / Kotlin

C / C++

Swift / Objective-C

SQL

Other

Which AI coding tools do you actively use? (Select all that apply)

Cursor

GitHub Copilot

Claude (via API or Claude Code)

ChatGPT

Gemini Code Assist

Amazon CodeWhisperer / Q

Tabnine

Cody (Sourcegraph)

None — I don't use AI for coding

What is your primary AI coding tool?

Cursor

GitHub Copilot

Claude / Claude Code

ChatGPT

Gemini Code Assist

Other

For which coding tasks does AI save you the most time? (Select all that apply)

Writing boilerplate code

Debugging and error fixing

Writing tests

Code review and refactoring

Documentation and comments

Explaining unfamiliar codebases

Building entire features from prompts

Converting code between languages

How has AI affected the quality of your code?

Significantly better — fewer bugs, cleaner structure

Somewhat better

About the same — I rewrite most AI output

Worse — introduces subtle bugs I have to catch

Mixed — depends heavily on the task

How many hours per week does AI save you on coding tasks?

Less than 1 hour

1–3 hours

3–6 hours

6–10 hours

More than 10 hours

Hard to measure

How concerned are you about security risks from AI-generated code?

Very concerned — I review everything carefully

Somewhat concerned — I spot check

Not very concerned — the tools have improved

Not concerned at all

I use security scanning tools to handle this

What is your company's policy on using AI coding tools?

Fully encouraged — standard part of dev workflow

Allowed but informal — no official policy

Restricted for certain codebases or data

Prohibited

Policy is unclear

Overall, how much has AI improved your effectiveness as a developer?

What coding task do you wish AI could handle better right now?

Email (optional — to receive the published report)

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