... everyone, thanks for the great feedback on the valv launch! Now that we are live we want to get all the feedback we can! If you are interested in trying out valv

... knowledge drift in your own stack, genuinely curious. Comment from Ghost Kitty(@ghost-kitty-9983196): Comment Deleted Comment from Omri Ben-Shoham(@omri_ben_shoham1): the auto-rule-from-reply part is the one I'd want a safety valve on - if a support agent gives a slightly wrong or one-off answer under pressure, does that get quietly turned into a permanent rule too? that seems like the flip side of the "40 rules fighting each other" problem ... ... audit idea. What's your setup for keeping an AI's knowledge from going stale? Comment from Joseph Akhatasebhudo(@joseph_akhatasebhudo): @omri_ben_shoham1  That is a really important callout. We actually built in a double-layer safety valve

... from idea to deployed. Drop your use case in the comments. What rule would you inject first? Comment from Mustafa Arian(@thenameisarian): @joseph_akhatasebhudo   clean answer. "latest wins + dashboard surfaces conflicts for cleanup" is exactly the right escape valve. one thing i'd consider for v2: an "active rules" view that shows what the AI thinks the current ground truth is. when you have 40+ rules layered on top of each other it gets hard to predict what ...

... think that this sort of question could be good also for Steve Jobs :) Comment from Stan Kolotinskiy(@sk_uxpin): @busmark_w_nika  haha, probably not a particularly interesting person to you - he's the CEO of Valve, the company behind Counter-Strike, Half-Life, the Steam game store and a bunch of other amazing things :D Comment from Nika(@busmark_w_nika): @ricardo_cuba_alvan  Ask me anything series :) Comment from Nika(@busmark_w_nika): @sk_uxpin ...

... next? Comment from Rivra(@rivra_dev): Running locally is a huge plus for video editing because privacy and speed are key. How do you handle the processing power requirements for running those models locally on a standard laptop versus a high end workstation? Great work on the scene detection feature! Comment from Abhishek Sira Chandrashekar(@humblefool60): @new_user___13320268f8f570f27e2e2c1  Thanks a lot Comment from Ghost Kitty(@ghost-kitty-9790619): Comment Deleted Comment from Julie Grayson(@julie__grayson): Next step ... ... first rough cut. After that platform specific export (TikTok/Shorts/YouTube) in one click would be huge Comment from Ghost Kitty(@ghost-kitty-9790091): Comment Deleted Comment from Jim Jeffers(@jim_jeffers): The review-before-execute step is the right safety valve

... Engineering Upgrade, Not a Medical Tool: I want to be clear: This is an Engineering Upgrade , not a clinical product. I am not a doctor; I am a developer. I am selling the infrastructure , the plumbing and safety valves that other companies need to build their own apps on top of. Who is this for? If you are a founder or developer building a mental health or coaching app, you have a choice: * Spend 6 months ...

... handle various implements such as rotavators, cultivators, seeders, ploughs, loaders, and balers. Farmers need tractors that can work efficiently with different tools, and New Holland offers precisely that. Their tractors come with advanced lift capacities and smooth control valves, making field operations quicker and easier. Because of this versatility, farmers feel the New Holland tractor price justifies the broad range of applications the tractors can perform. Technology is one of the biggest strengths of New Holland. The brand consistently works ...

... building ShuntAI a computer vision platform that helps neurosurgeons detect, classify, and analyze ventricular shunts from X-rays with >97% accuracy across 7+ brands. Today, determining shunt functionality is slow, manual, and often inaccurate. ShuntAI automates detection and valve setting analysis in seconds, supporting real-time surgical decision-making. We re already running a UCLA clinical study, expanding to Stanford, and on track to become the first AI tool to give neurosurgeons instant shunt insights at the point ... ... well does it actually work? Comment from Rajiv Ayyangar(@rajiv_ayyangar): @jonayed_tanjim  I'm not close enough to Webhooks to understand if this is a valuable problem to solve. But if this is a common build vs