... dependency graph. For those shipping SDKs: do you find that keeping the SDK code in the same monorepo helps the AI write better integration tests, or does it get confused by the different environments (e.g., std for SDK vs no_std for core)? Comment from Adrin D'souza(@second_son_of_god): Bro this is the exact journey I see so many people go through Submodules + Turborepo is a special kind of hell when Cursor has to index everything. Switched ... ... monorepo. I didn t use any specific framework. Just a bunch of directories inside a top level dir (git root). Each dir is it s own service/app. Works like a charm. Comment from Csaba Ivancza(@csaba_ivancza): @josephine

... months, our most requested feature at Murror was a chat function. Users wanted to talk to the AI the way they talk to a friend. It seemed obvious. Every competitor had it. Every feedback form mentioned it. So we built it. And within two weeks, our core metrics started dropping. Session length went down. Return rate went down. The thing users said they wanted was actively making the product worse. Here is what we discovered when we dug into ... ... Baker - We looked at which moments in the original experience had the highest emotional engagement and kept those as anchors. Then we layered in chat-like input around them so it felt conversational without losing the reflective structure. @Leah Josephine

... real-world quirks are exactly why shipping is the only way to actually learn how this stuff works. Have you dealt with the model getting overwhelmed when a GET request returns way too much data? Comment from safa(@safsouf): @josephine_roux  Totally. The worst part is everything looks correct no errors, clean logs, just empty responses. It s that silent failure mode that burns the most time ...

... competition. Also, it's a bit risky to build a strategy on a third-party platform, so it definitely makes sense to try building your own platform and use social media for distribution. Cheers! Comment from Jos phine Parquet(@josephine_parquet): @yulianazarenko  yes absolutely Esty is a great channel and I have heard great stories. I am now trying to expand beyond the one-off gift and creating a full creative suite, so let's see how that goes ...