1 min lesson
Recruiting expert developers
Tell someone how to act on this idea: "In dev-tools research, the study design is easy and recruiting is the bottleneck."
Step 1 of 4
In dev-tools research, the study design is easy and recruiting is the bottleneck. Treat recruiting as a first-class design problem or your beautiful plan dies waiting for participants.
Cursor's users are professional developers: time-poor, skeptical of being “researched,” and immune to a $25 gift card. They don't answer panel screeners and they can smell a generic study. Your sourcing and screening choices shape the validity of everything downstream, so they belong in the plan, not in an afterthought.
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Advanced table
No single source is unbiased
- Source
- In-product intercept
- Strength
- Catches users mid-task, real context, fast
- Built-in bias
- Skews to active, engaged users; misses the churned and the lurkers
- Source
- Power-user / opt-in list
- Strength
- High-signal, articulate, willing
- Built-in bias
- Over-represents enthusiasts; their needs aren't the median developer's
- Source
- Community / Discord
- Strength
- Reachable, passionate, fast to respond
- Built-in bias
- Vocal-minority effect; loud opinions aren't prevalence
- Source
- Sales / CS intros
- Strength
- Access to enterprise and decision-makers
- Built-in bias
- Filtered through the account relationship; may be on best behavior
- Source
- External research panel
- Strength
- Can hit specific stacks/roles you can't reach internally
- Built-in bias
- Professional participants; verify they're real working developers
| Source | Strength | Built-in bias |
|---|---|---|
| In-product intercept | Catches users mid-task, real context, fast | Skews to active, engaged users; misses the churned and the lurkers |
| Power-user / opt-in list | High-signal, articulate, willing | Over-represents enthusiasts; their needs aren't the median developer's |
| Community / Discord | Reachable, passionate, fast to respond | Vocal-minority effect; loud opinions aren't prevalence |
| Sales / CS intros | Access to enterprise and decision-makers | Filtered through the account relationship; may be on best behavior |
| External research panel | Can hit specific stacks/roles you can't reach internally | Professional participants; verify they're real working developers |
No single source is unbiased; pick the source whose bias is harmless for your question or sample across several.