... enormously to people who already have an opinion about it and roughly zero to everyone else. I would not lead with it. Free through beta if you want to poke holes in it: demo.monet.gg Comment from Baptiste Studer(@baboo77777): @casper_voigt  It does change how people feel which impacts the perception they have of the product. Also, considering AI subscriptions, AI API keys, and credit systems, it seems that some app builders rolled out a third business model that ... ... gives them the ability to connect their own models and reduce their spendings. They can even cut AI costs to almost zero when using local models. Configure once, enjoy the blessings every day that God gives us. Comment from Casper

... with. Environment failures give you a symptom that could have ten different causes depending on who you ask and what machine you're on. Has your team ever actually tried to measure how much time goes into environment fixes versus actual code issues? Comment from Adamma(@faithada): @everett_thomas  Most teams have, they just rarely track it explicitly enough to see how bad it actually is. It gets absorbed into onboarding time, into "environment issues" on a standup, into ... ... Comment from Ali Rehan(@ali_rehan1): @faithada Which one takes longer to fix for you, the code or the environment? Comment from Cole Simmons(@colesimmons05): @faithada It is amazing how one missing package can waste an afternoon. Comment from Casper

... signing, I d make consent, permitted uses, deletion, and the dataset license explicit at capture and export rather than assume the app s GPL license covers the samples. That governance may matter more to adoption than the paid-versus-community split. Comment from Nipun Taneja(@nipuntaneja): I d probably start with open core. If adoption and community trust matter, open source the part that helps individual builders get value quickly. Then charge for the parts teams actually need- collaboration, support ... ... good and some place for improvements. Comment from Brady Wilfahrt(@bradywilfaqn): what would make someone choose the paid versions? Comment from Juhan Polinert(@juhan_polinert): @sundar_balamurugan What's stopping you from trying a community edition first? Comment from Casper

... would hold their attention for twenty minutes instead of forty seconds. That is the entire premise. Not where you've worked. What you've built. The Real Answer Is Not Either/Or In 2026, the strongest combination is not resume versus profile. It is resume plus profile. One gets you noticed in the first seven seconds of a scan. The other gets you remembered for the twenty minutes after that, and it is the twenty minutes that actually decide whether ... ... Everything is built around the idea on The What, The Why, and The How for every role so I clearly state my decision making and judgement as that's what you should aim for. Comment from Kumar Kislay(@whykislay): @casper

... picker, no repeat menu, no five-tap ritual Comment from Haider(@lilhadi): @noah_wertim  that's the exact chaos am tryin to replace .. type it once, it's got a time on it, done!! Comment from Haider(@lilhadi): @casper_voigt  you just described the whole app better than my landing page does .. that is the one job, catch it before it's gone. mind if i steal that line Comment from Juhan Polinert(@juhan_polinert): @lilhadi ... ... would try to confuse it on day one. Comment from Cole Simmons(@colesimmons05): @lilhadi Three seconds sounds fast. does it actually feel that quick in daily use? Comment from Casper

... this matter. Some common ones that many use today are: > Apollo > Clay > Lusha > Zoominfo Feel free to name and mention any other tools that you have come across. Comment from Sudipta Biswas(@sudipta_biswas4): @casper_voigt  honestly, i couldn t get much from any of the above. Clay probably did the best in the lot. Not trying to plug in, but our product Jesse does the best. Comment from ritesh kumar(@ritesh2503): Apollo for reach ... ... play out there? Comment from Serhub07(@serhub07): Do you use computer from perplexity to find leads? Comment from Juhan Polinert(@juhan_polinert): Clay feels powerful, but it definitely made me watch a few tutorial first. Comment from Casper

... system for turning feedback into decisions. I think the useful layer is not just collection, but clustering feedback by user segment, urgency, and whether it points to positioning, onboarding, or product gaps. Comment from Imed Radhouani(@imed_radhouani): @casper_voigt  Yes. Reddit users are more qualified. They read the thread, understand the problem, and already know what they need. X users are browsing. Reddit users are deciding. Comment from Sebastian Patterson(@sebastian_patterson): I use ChatGPT alongside Canva ... ... what are some affiliate tracking platform that you are using Comment from Ghost Kitty(@ghost-kitty-9606238): Comment Deleted Comment from Juhan Polinert(@juhan_polinert): Email is still the channel I trust the most. Comment from Casper

... family! I'm Minhajul or (Mj) if you prefer not to use a tongue twister I've been a long-time lurker / Casper the Friendly Ghost like many others for a while and it's so nice meeting fellow builders. I want to know what was the catalyst or the trigger where you thought "I'm going to build something and put it out there." For me - it happened after 9 years as a data engineer. I spent months building ...

... bulk pages indexed and ranked, but that doesn't mean they can't. So I guess all I would say is as above, make sure they have unique distinctions about them, and of course ensure your pages add value vs the top 5 pages that rank for the keywords that page is targeting and you will be good. Good luck. And if you want a free tracking tool to monitor your keywords for a bit, I'm launching Rankdeck.co.uk ... ... months later you get a message from a journo at the Boston Globe who does a feature and includes you. It goes like that. It's wild. 2. Look at all of the blogs that link to your competitors