Well the timing is one thing that it outputs, but it also analyzes the content for things like: 1. Relevance to HN (e.g. OSS, relevant tech articles, etc.) 2.

Well the timing is one thing that it outputs, but it also analyzes the content for things like: 1. Relevance to HN (e.g. OSS, relevant tech articles, etc.) 2. Similar posts matching (e.g. if it's repeated, or low-impact ones) 3. Provides recommendations on title, description To be fair, it's pretty "dumb" now, as it does a mix of deterministic queries to the database + LLM analysis to build the report. You can see the plan for the idea tester here https://github.com/desplega-ai/ai-toolbox/blob/main/willitfront.page/thoughts/shared/plans/2025-12-13-idea-tester-implementation.md https://github.com/desplega-ai/ai-toolbox/blob/main/willitfr...