Write the problem hypothesis
For [operator], the workflow fails during [condition], forcing [recovery work] and costing [time, money or trust].
You can name one user, one situation and one measurable consequence without proposing a feature.Evidence observed in TauricResearch/TradingAgents, a Finance project.
Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.
Project strength and demand confidence are measured separately.Reporter context: Version both 0.5.2 and 0.6.0 How you run it CLI (tradingagents) LLM provider and models llama.cpp, Qwen3.5-9B and Qwen3.8-27B running locally on a Nvidia GPU with 24gb vram Ticker and analysis date MRNA 10/04/2026 What happened, and what you expected The cli crashed while analyzing MRNA. Based on the message output on…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit people who perform the workflow with real controls, reconciliations or reporting deadlines.
Guardrail: Use anonymized or synthetic records and require human review for financial decisions and regulated outputs.
For [operator], the workflow fails during [condition], forcing [recovery work] and costing [time, money or trust].
You can name one user, one situation and one measurable consequence without proposing a feature.Add one narrow guardrail, retry or recovery path around the failing step. Replay three real failure cases and compare recovery time.
The same failure is recovered faster in three real cases without creating a new incident.Use anonymized or synthetic records and require human review for financial decisions and regulated outputs.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.