... About to launch LineageLens 2.0 on Product Hunt and I keep hitting the same wall everyone repeats the same playbook (Tue Thu, 12:01am PT) but the advice is years old and I can't tell what still holds. So, asking the people who've actually done it recently: 1. 12:01am PT real edge still, or does a 7 9am PT push to a warm audience beat a cold midnight drop now? 2. Day of week is Tue/Wed/Thu ... ... than having a warm audience ready to show up in the first hour. A midnight drop to nobody just means you spend the day climbing from behind. I would pick the window when the people who already care about

... evaluating the AI behavior and responses are auditable over time. Basically, we can prove that the exact version X of evaluator Y had opinionn Z of your chatbot response R on day T. What you are doing at @LineageLens seems complementary. Not to hijack your question but seems like there is a family of problems in this space. AI Model verification maybe could be similar (which version was used) etc.? Comment from (@missyourlove): @praveen62  Agree - making ... ... really good point. Once information propagates across charts, tables, summaries, and rewritten explanations, provenance stops being only where did this output come from? and becomes can we still trace how this specific fact transformed across representations? I think trustworthy

... legal team vs the marketing team. A "summarize this" instruction on a contract is a compliance task. The same instruction on a blog draft is a creative task. Context changes everything, and most tools just ignore that. Curious how Lineage