Observed arrival · 2026-11-02
A survey that asks coding agents what they actually use
A 62-topic survey collects coding agents’ reported tools, models, workflows, and friction through a prompt users paste into an agent.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Coding-agent users and agent-tool builders
- Worth noticing
- The site says submissions are final after confirmation, with aggregate results shared only for answers given by at least 10 respondents.
Field notes
The prompt asks an agent to report what it actually sees, including tools, models, skills, and friction, rather than asking the human to answer on its behalf. The site describes a server-redacted draft that the user reviews before confirmation; its 62 topics also reach into tool spending, security, collaboration, and recurring failures. The page links to source code marked MIT.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
⊠LoginAccess appeared gated
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
ƒJavaScriptBrowser-side code central
One card from the complete issue