... believe I hit the daily cap, because the app itself also stopped generating responses at the same time. My tests and the app share one account, so they share one budget. What I m changing: run tests in smallbatches, never repeat full runs, and plan a backup provider so a quota problem doesn t become an outage. How do you keep testing from eating your production quota? Separate accounts, a cheaper model for tests, or something else? Comment from ... ... free. For things that need a live model, I run a

... Product Hunt, some updates on Banger Mail after the PH's launch. We started to receive great feedback and I'm personally onboarding a smallbatch of Mac-based teams that want to use Banger Mail on real shared inbox work. This is not a subscription push. I want to see how your team handles support, sales, hello@, founders@, and other shared email workflows so we can make Banger better for the teams using it. Right now this onboarding

... hesitated -- like hovering on the back button or pausing for more than 10 seconds. We'd ask one question: "What made you pause?" The response rate was way higher because the context was still fresh. We also did a smallbatch of 15-minute video calls with users who churned within 48 hours -- offered a $10 coffee gift card. Even 5 conversations gave us more signal than months of analytics. Comment from Artur Kuznetsov(@artk): @monatruong_murror  great advice ...

... algorithm burnout, and an overly aggressive paywall. Some of the suggestions to deal with these: 72 hour window to arrange a date before the chat self-destructs Blurred profile photos that gradually unblur as meaningful texts are exchanged Curated, smallbatches of compatible profiles delivered on a daily basis Coordinate partnerships with local dating venues Anyway, I hope some of this is helpful and I will be interested to hear how things progress ...

... will: Get direct access to the product Influence how features evolve Help shape the core AI experience This isn t just early access it s co-building with us . #Access We re onboarding a limited number of users in smallbatches. If you re interested, drop a comment or sign up we ll reach out with access. Comment from George Adriel(@george_adriel): @rianbrob  I am glad to your interest into this project! Check out bookwithai.in once ... ... definitely the direction: Short term gives better interpretation of what users ask for Longer term gives learning from patterns, repeat behavior, and preferences over time One thing we re actively exploring is: How much automation users actually want

... started as a sustainable made-to-order clothing brand. Custom pieces, smallbatch, everything done internally sourcing, pattern making, grading, cutting, production. The unit economics actually worked because we controlled the whole chain. We even partnered with creators in the thrifting space to get the word out. But we still couldn't reach enough people. Getting a

... talant-value.vercel.app/ Looking for candid feedback from anyone in recruiting / TA / HR-tech: Does this address a real bottleneck for you? What filters / data would be non-negotiable? (stack, salary expectations, location, relocation readiness?) Price sensitivity? Would $9 15 for smallbatch or subscription feel reasonable? If it's a bad idea better to hear it now. Appreciate any input ...