gm legends, happy Wednesday.

Here’s today’s lineup: Roundtable adds a silent Proof of Human check so bots bounce and real users glide; MemSync carries your bio, tone and notes across chats so you stop re-explaining yourself; Moises Studio pulls songs into clean stems you can actually use; plus a forum on whether you should plan your exit when you start a new project.

P.S. Building something new? Tell us about it → editorial@producthunt.co 🫶

Roundtable  adds Proof of Human, a bot check that runs quietly in the background. No puzzles, no traffic lights. It scores a session by behavior and blocks fake signups, scrapers, and coupon abusers. You drop in the API, set the threshold, and real people breeze through.

🔥 Our Take: CAPTCHAs were a truce we already lost. People hate them, bot farms eat them for breakfast. A quiet check that filters junk without slowing anyone is the right move. The only metric that matters is simple: fewer bogus accounts and fewer rage quits. If this keeps both numbers down, ship it and never look back.

MemSync carries your context across ChatGPT, Claude, Grok and friends. Add your bio, tone, and project notes once. It drops the right bits into each chat so you don’t keep typing the same intro. Runs as a Chrome extension. You choose what syncs. End to end encryption keeps it yours.

🔥 Our Take: Every new chat feels like Groundhog Day. This kills the reset. The win is simple: less throat clearing, more answers. It only works if it stays quiet and accurate, and if you can peek, edit, or nuke anything in one click. Give me that control and I’m sold.

🔥 Our Take: Practice and remix work need clean pieces, not karaoke sludge. If timing stays tight and the vocal isn’t full of artifacts, this moves from toy to tool quickly. The areal win is speed. You get parts you can actually work with in minutes instead of hunting sketchy multitracks.

Aleksandar asks: “Do you plan your exit when you start a project?”

He lays out two camps: builders who just go and see, and founders who set the endgame on day one. His rule of thumb is simple. Commit for two years, then ask three questions: am I still interested, is it moving my money goals, did it make the impact I wanted. Decide with a cool head, not a bad week.

Have a sharper rule or a different clock?