... action's shape, so a naive "ask on external calls" gate either over-asks on every read or under-asks and misses the one POST that bought something. So the real engineering is classifying side-effecting versus inert at a finer grain

... both zoom in and zoom out. We scratched our heads a bit at this seeming contradiction, but it clicked when viewed through a management frame: managers delegate at a high level but want updates at a fine-grained level. The key lesson: there are two different zoom levels that agent builders need to intentionally design for. Actions need to be coarse enough that the user can be efficient and productive. But observations need to be fine-grained

... Personal Hub gokmens.com This is my digital garden. It s where I document my journey, share my thoughts on technology, and showcase my portfolio as a developer. It's the "brain" behind the operations. 2. The Web3 Powerhouse grainz.site & grainz.space

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS Code and @Visual Studio remain the most used dev environments, despite the rise of subscription-based, AI-enabled code editors @Cursor  and  @Windsurf  among others. Both maintain their top spots relying on extensions as optional, paid AI services like @Github Copilot and @Kilo Code . Curious which IDE the Product Hunt community uses the most? Comment from Jake Crump(@jakecrump): I don t write much code ... ... these days so take my opinion with a grain

... vibe-coders spinning up apps like it's child's play. I even saw one person spin up a 3D game faster than I could hit the like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs

... tested so many AI Note takers as of late. @Fathom , @Fireflies.ai , BuildBetter, @Grain , and even Google's Transcribing feature. They're all pretty good but lately @Granola has been winning me over. BuildBetter is really good for teams, has a nice chat function that lets you chat across all your meetings and get good insight from your team members, calls, clients, etc. But for personal, and individual notes - Granola is a champion. Recently I've been using Granola ... ... using BuildBetter or Krisp in some meetings. I like BuildBetter's chat function - really solid. Comment from Rajiv Ayyangar(@rajiv_ayyangar): We can divide note takers into two: Recording + notes (usually requires a bot to join) - I personally like Grain

... 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