Calexis Labs
Research 2026~4 min

State of Vibe Coding 2026

Help us map how developers actually use AI coding tools. 17 questions, ~4 minutes. Results will be published openly.

0/17
1Which vibe coding platforms do you use? (select all)
2How long have you been vibe coding?
3How often do you use Plan Mode?
4Do you use a sub-agent architecture?
6Which project instruction files do you use? (select all that apply)
7Do you use the Skills system (.claude/skills/)?
8What's your primary use case for vibe coding?
9How do you handle context management in long sessions?
10What's your biggest frustration with current vibe coding tools?
11How much do you spend monthly on vibe coding tools?
12What's your professional background?
13Do you ship vibe-coded projects to production?
14How do you test vibe-coded output?
15What model do you prefer for coding tasks?
16Do you use Hooks (pre/post tool-use automation)?
17Do you use MCP (Model Context Protocol) servers?