... been working on Kairox Analytics a lightweight, privacy-first alternative to Google Analytics. I wanted something that: Doesn t need cookie banners Respects user privacy by default Works well with modern stacks (Next.js, Edge, Serverless) So I built Kairox open-source and self-hostable . Tech stack: Next.js 15, Prisma, Postgres, Tailwind, Recharts Live: https://kairox.nayalsaurav.in/ Repo : https://github.com/nayalsaurav/k... Feedback and contributions are welcome ...

... organizing the surrounding information, rather than the prompt itself. Last week, I came to know that it's called Context Engineering. I am curious how others here approach it: How do you decide what information is essential vs noise when building AI workflows? Have you noticed cases where too much context actually weakens the model s output? Would love to know about strategies or templates that worked for you while engineering the model context. Comment from Ashok Nayak

... this will be a good starting point to grow the platform as a community. Comment from Abdul Rehman(@abod_rehman): Honestly, just having smarter moderation or fake profile detection would already level things up a lot. Comment from Ashok Nayak(@ashok_nayak

... guardrails (and for good reason), but sometimes it feels like it s afraid of getting misinterpreted, almost like a human. How many of you have noticed it? Are you still subscribed to the earlier models? Comment from Ashok Nayak(@ashok_nayak

... directly boost AI SEO. LLMs are trained on a wide mix of data, not just Reddit. Being active on Reddit may help visibility, but there s little evidence it meaningfully changes how AI models generate responses. Comment from Ashok Nayak(@ashok_nayak

... perfect image and writing a prompt to fix the image, yet it does the same aforementioned thing. Has it happened to you? If yes, how did you solve it? All suggestions are welcome. Comment from Kelvin Ikhide(@ki001): @ashok_nayak , my suggestion will be to use/try other models. There are quite a few of them out there, and I have tried most of them that are much better than OpenAI Image Models. One of my recent apps, FrameForm ( https://frameform.design ... ... that part. This preserves the rest of the image while addressing the imperfection. Also, sometimes breaking the prompt into very precise instructions for just the area you want to adjust helps keep the original intact. Comment from Ashok Nayak

... dimension. With OpenAI stepping there, LinkedIn future is more uncertain IMO. Comment from Nika(@busmark_w_nika): @ramitkoul  My reckoning is that if OpenAI implements it successfully, LinkedIn will have fewer active monthly users. It's like ChatGPT vs. Google. I used to search for "google", now I type into the browsing tab cha... you know :) Comment from Nika(@busmark_w_nika): @markus_schmidberger  Is it something like jobgether or Glassdoor? Comment from Abdul Rehman(@abod_rehman): Interesting ... ... LinkedIn has its cringe moments, but it remains the go-to for careers and networking. Curious to see if OpenAI s Jobs Platform will shake things up AI-driven hiring could be a real game-changer. Comment from Ashok Nayak

... channel to speak to these earliest adopters, a place where great love stories and early entrepreneurship journeys begin. If they can't get it, the rest of the growth curve are going to be a bigger struggle. Comment from Nayan Lakhwani(@nayan

... Python Maker is yet to build a product Maker doesn't wish to monetize at all Maker has explored AI a bit too much and is now in an analysis-paralysis mode Comment from Igor Lysenko(@ixord): @ashok_nayak  I think AI can speed up work but it does not guarantee quality work. But it depends on what work you give AI Comment from Ashok Nayak