Write the problem hypothesis
For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].
You can name one user, one situation and one measurable consequence without proposing a feature.[Bug]: Unable to use locally deployed Ollama models
Evidence observed in vxcontrol/pentagi, a Security project.
3 comments0 positive reactions54 days openProject Radar 94
bug
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SOURCE EVIDENCE
Read original GitHub Issue ↗Start with what users actually said
Reporter context: Affected Component External Integrations (LLM/Search APIs) Describe the bug PentAGI fails to start and cannot use locally deployed Ollama models, due to a hardcoded custom provider validation error requiring an OpenAI API key.（maybe） I have modified the docker-compose configuration and the .env environment file.…Excerpted from the public Issue. Read the complete thread before interpreting it.
Interview five affected users
- When did you last need this?
- What outcome were you trying to reach?
- What did you use instead?
- How often does this occur?
- What commitment would prove it matters?
Run the smallest experiment
Deliver the outcome manually or with a narrow prototype before building a reusable feature.
A user completes the real workflow and commits time, data, distribution or budget to repeat it.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.