... interface and actually build a working prototype with real code. Not production-ready, but enough to: Test a hypothesis in hours instead of sprints Show the team a clickable, living interface instead of a static image Shorten the distance between an idea and real user feedback I've been working this way myself for the past year: designing and, in parallel, taking things far enough that a developer isn't left interpreting a mockup, they're refining something that ... ... real edge: their decisions reach users faster, and their value to startups, especially early-stage ones, goes up significantly. Has anyone else been exploring this? Curious what tools you're using and what's actually speeding things up versus

... spent 15 years in SaaS and finally discovered my calling origin story. I mostly started building because I kept finding problems that made me think surely I can make something better than this , and AI coding tools made the distance between having that thought and actually shipping something dramatically shorter. Over the last little while that has taken me in a few different directions. I ve shipped two Atlassian Cloud apps, built a small programming language and DAG orchestrator ...

... post that performed well an older decision that has since been replaced That can be genuinely useful. It can also become noisy very quickly. Second Brain handles this by ranking direct matches first, then expanding through connected memories with distance decay. The further away a memory is, the more evidence it needs to appear. I want the graph to recover context you forgot existed, without making every answer feel like a tour of your entire database. Where would ... ... gives me enough background while keeping the answer quick and useful. Comment from Dhiraj Wohra(@dhirajwohra): It should be based one confidence.. so follow several connections if confidence is high, still keep it crisp.. as you mentioned distance

... into a place. You sit in the middle of a black canvas as a point of light, and each sound is a glowing orb you can drag around yourself: a hearth, rain, a stream, a city somewhere in the distance. Pull one closer and it gets louder. Slide it to the left and it moves to your left ear. It's real binaural audio, so with headphones on it feels like you're sitting inside the room instead of listening ...

... made them succeed or fail? For those who've sold into small/mid-sized businesses, what's usually the biggest blocker to adoption price, integration effort, or something else? Is there a feature here that seems like a "nice to have" versus something that would actually change behavior? Would appreciate any perspective, whether from experience building similar things or just as someone who's dealt with this as a customer or business owner. Comment from Tommy Kang(@sjtkang): What I'm building ... ... entire roadmap. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative

... wastes your tokens. been building the loop side (tokenwall.dev, validating this week), circuit breaker that catches runaway loops at iter 3 vs noticing after. would folks here want notifications about loop-events too, or is that a separate observability layer? Comment from Atul Yadav(@atul_yadav20): @aadilghani   taking all of it. two-event split (loop_warning vs

... users who create sea route animations told us something simple: Everything looks great but the distance is in km. For ocean routes, nautical miles are the standard. Cruise routes, sailing journeys, ferry crossings, aviation paths they all use NM. So we added it. Now in TravelAnimator you can display route distance