... Product Hunt community! I'm the co-founder of Orchestria . While Batu is managing the main launch discussion, I wanted to open a highly technical thread with the engineers, builders, and music producers here regarding our architectural approach. When we looked at the current generative music space (Suno, Udio, etc.), we realized they all hit the exact same brick wall: they treat music like pixels, rendering a single, uneditable stereo file. We knew that for real studio production, this ... ... dead-end. Creators don't want a final master; they want modular components. To fix this, we avoided standard prompt-to-audio wrappers entirely. Instead, we built an agentic audio pipeline that spins up real, professional-grade, headless VST

... give filler words. I enter a lot of detailed prompts but i avoid giving details Comment from Neelanchal Gogna(@neelanchal_gogna): @nikhilshahane   @busmark_w_nika  This happened to me when our AI email bot sent a competitor's link to one of our potential users. Comment from Boris Lifatov(@boris_lifatov): Agents are amazing for doing repetitive tasks and building slick automations, but giving them 100% trust? No way. For me, it s all about "delegate, but always ... ... anything goes live is a must. Comment from Elissa Craig(@elissa_craig): I am all for using AI to HELP but I would never completely offload a task to AI without some type of human review or editing. In regards

... crowded, this launch is specifically noteworthy for its aggressive positioning on both performance and, crucially, cost. The Key Data Points Developers Need to See Doubao-Seed-Code is optimized for Agentic Coding tasks and is making bold claims regarding efficiency: Cost Disruption: Volcengine claims the model s comprehensive usage cost is 62.7% lower than the industry average. The Numbers: For the highly utilized 0-32K Tokens input range, the model is priced at approximately 1.20 RMB/million input Tokens ... ... active error planning and self-correction during development. Let's Discuss: What Does This Mean for the Community? The competition in AI coding is heating up, with models increasingly focusing on the balance between power and budget . A new competitor

... more familiar for people. State school and institutes formed such an educational experience for most people on the planet. A pivot towards selling any content at all didn't help the startup because there were already many strong competitors there (e.g., Patreon). It was painful because I was counting on the success of this project the most and even, together with my partner, paid two developers who helped us build the product. My financial resources were reset again ... ... want to develop it. If anyone is ready to develop this project long-term, I highly recommend paying attention to this idea. 17. Arvess In 2025, continuing the search for problems, I found a problem with a friend regarding

... last 6 months and I have figured out that it is most probably going to be the next BIG problem for startups and businesses Using AI blindly. There have been a lot of frameworks introduced all around the world regarding the Safe use of AI. Whereas, the Europe leading the way byb tis new EU AI ACT, which seems to be very harsh on some AI Systems; Particularly, ones working the HR,Healthcare or HealthTech. ISO has also introduced ... ... ISO42001, a new framework and standard to stay future risk proof or any penalties form the government. I think it is going to be same as GDPR a global standard by the VCs and Countrys All around the world, regardless

... personally look at packages and am okay downloading things from internet devs but I'm curious what folks here think? Would distribution hurt download chances? Awareness: This is pretty much the same imo other than App Store search vs SEO but curious if anyone has had negative/positive experience regarding

... fairly loaded topic. Analytics & Building Your Own Admin Tools Easily integrate Google Analytics by simply inputting your measurement ID into Bolt for basic user insights. Remember to ask it to track key events across your application. Alternatively, build your own internal admin-only analytics dashboard for more detailed engagement tracking, such as daily and monthly active users, and specific engagement metrics. Once your app is live, monitor feature that are getting used the most and proactively prune features that ... ... prompt it with: "What s a secure but simple way to implement this? Do not make code changes yet" Bolt often defaults to generating numerous Supabase hooks, which may impact performance negatively. Clearly distinguish when to use backend APIs versus