... carries a device density sourced from Cisco, IBC, and industry planning guides. Densities are fully adjustable per room. Custom type lets you name rooms whatever you want. Density-weighted optimization - The 3-stage optimizer (Lloyd's relaxation, PSO, coordinate descent) now weights placement by device density. A conference room at 0.8 devices/m pulls APs harder than a stairwell at 0.03. Unlabeled rooms default to the median of whatever you've labeled so far, so there's no penalty for incremental ...

... built my own. Two standalone HTML files that work forever with no subscription, no account, no internet required after download. Binaural Meditation App $12 once producthunt.com/posts/binaural-meditation-app 4 guided sessions using real binaural audio: - Deep Descent calm to deep theta - Clear Mind focus & alpha waves - Into Sleep drift to delta for bedtime - Stress Relief anxiety to calm Guided breathing, ambient soundscapes, phase timeline. Use stereo headphones for full effect. Innerlight Journal $15 once producthunt.com/posts/innerlight-journal Guided morning & evening ...

... launches here for years, always impressed by what people build. Finally have something of my own to share. The backstory: I wanted to add AI to games since forever. Every tutorial? "Let's start with linear algebra and gradient descent." I'm not a math person. I quit three times over two years. Then I discovered something: modern game engines (Unity, Unreal) have AI tools that hide the complexity. You can train an NPC to learn from player behavior without ...

... sleek the kind of site that just looks amazing, full of cool animations, the works. I thought that was the secret sauce. But then I had a moment that shifted my thinking. Someone pointed out that written instructions or alternative formats are essential for people who can t access certain content types. It made me realize how easy it is to overlook needs different from our own. That sent me down a rabbit hole The core question: Can we build ... ... read this ? Same. CM-Colors takes your color combos and makes just-enough tweaks so they still look good, but now pass accessibility checks. It s a combination of math and color science to make it work (think: gradient descent

... emotional support (why not?). As you ay know, you can have all the answers, but it matters only if you can spark interest in student Comment from Andr J(@conduit_design): School isnt about learning. its about becoming descent residents of the community. IMO Comment from PRIYANKA MANDAL(@priyankamandal): I think AI will definitely reshape the teaching role but great teachers do more than deliver information they inspire, mentor, and create spaces for human connection, creativity, and emotional growth, which ...