Write the problem hypothesis
For [team], moving data between [system A] and [system B] requires [manual work], causing [delay or errors].
You can name one user, one situation and one measurable consequence without proposing a feature.[BUG] /api/videos ignores limit query parameter
Evidence observed in Scottcjn/bottube, a Marketing project.
12 comments0 positive reactions104 days openProject Radar 87
Start free validation sprint4 guided steps · private notes · cloud sync
REPEATED ACROSS 4 PROJECTS
Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.
Project strength and demand confidence are measured separately.SOURCE EVIDENCE
Read original GitHub Issue ↗Start with what users actually said
Reporter context: Summary The public BoTTube video feed endpoint ignores the query parameter. Requests with , , , and all return 20 videos, and the response does not include useful pagination metadata ( , , are null/missing in the PowerShell JSON object). URL Steps To Reproduce Run: Observed on 2026-06-13 UTC: Expected returns 1 video.…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit people running a current campaign, channel or content workflow—not people reacting to an idea pitch.
Guardrail: Measure completed workflow, time saved or a real distribution commitment; do not treat clicks or compliments as proof.
Interview five marketers or growth operators
- Which systems must exchange data?
- What triggers the handoff?
- Which fields or permissions block it?
- How is it handled today?
- Who owns failures between systems?
Run the smallest experiment
Manually operate or prototype one high-frequency connection for one team before building a general connector.
A user completes the real cross-system workflow twice and asks to keep the connection active.Measure completed workflow, time saved or a real distribution commitment; do not treat clicks or compliments as proof.Make a build decision
- Build: repeated pain and active commitment
- Narrow: pain is real but the audience or job differs
- Stop: weak frequency or no behavioral proof
Why this brief exists
Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.