... great way to describe it. Prompts silently bind themselves to model behavior, so upgrades can regress quality even when capability improves. This is why evals need to track distribution shifts, not just accuracy. Comment from Musa Molla(@musa_molla): @lukas__lang  Exactly. Drift shows up first as slightly worse answers , not failures. Prompts and datasets encode assumptions, and those assumptions age faster than most teams expect ...

... soon. 6 Final note We built this because we needed it ourselves. If you ve ever felt stuck doing repetitive outreach, Next Client might save you hours every week. Stay tuned official launch in 3 days, 29/10/25. Built by: Lukas & Raoul Made in France #SaaS #IndieHackers #ProductHunt #NextClient #Freelance ...

... Lukas. I ve only been using Product Hunt for the past 30 days, but it s quickly become one of the few platforms I check daily. It s been incredibly inspiring to see what people are building, and I ve already discovered a few tools here that I now use regularly. In the past, I ve co-founded a few mobile apps that reached over 500K downloads and were featured on the App Store, and I m now building ... ... willing to help and share useful insights/tips/advice. Comment from Nika(@busmark_w_nika): @fragtex_eth  Thank you! :) It is more about meeting people and trying new products :) and I love it! Comment from Nika(@busmark_w_nika): Hey Lukas