... Recall. This release transforms how you explore and navigate your knowledge: visualizing connections, discovering paths between ideas, and watching your knowledge base evolve over time. Watch the tutorial | Read the docs Graph View 2.0 Card drawer: Click any node to open a slide-out drawer

... what to keep, what to cut) how fast you can iterate and ship But here s the uncomfortable part: If we lean on AI for code and for decisions, are we also outsourcing taste ? I m curious where you draw the line: What do you refuse to outsource to AI? (architecture? UX? copy? naming?) What s your AI dependency fear if you have one? What skill will matter most in 2 years: coding, prompting, or product taste? I ll start ... ... muscle memory, the atrophy feels more daunting than it is. My fear is more about the entire ecosystem becoming dependent on AI to the point where even the fundamentals aren't' taught by defau.t Comment from Globasoft(@globasoft): Good topic

... healthcare client's specs bleed into your fintech code. Your Python project gets Node.js suggestions from yesterday's conversation. Your personal writing style contaminates professional emails. The problem? Most AI memory systems are like throwing everything into one messy drawer. You end up: Re-explaining context every session Correcting mixed-up details constantly Paying for bloated token usage Second-guessing every response Without structured memory, AI stays reactive rather than proactive. It forgets interactions, lacking consistency, and hallucinating when confused ... ... chromewebstore.google.com/detail/ai-context-flow-improved/cfegfckldnmbdnimjgfamhjnmjpcmgnf Comment from Abdul Rehman(@abod_rehman): Appreciate the way you explained memory bleed, it s something I ve noticed but couldn t describe clearly. Comment from hira siddiqui(@hira_siddiqui1): @abod_rehman yes the whole memories topic

... from Yvonne Jackson(@yvonne_jackson1): @mujoe  Sustainable is the key word! I have a mantra right now that says: Peace is my content strategy. So, I m leaning into community and writing about topics that align with both my business and energy. People are drawn

... lina_huchok): @busmark_w_nika Thank you for sharing your experience and approach. I totally get it, for you, free time just naturally turns into fuel for the next project. Comment from Lina Huchok(@lina_huchok): Such an interesting topic! Thanks @busmark_w_nika I ve seen it work firsthand, my husband s team uses two-week sprint goals, and if they re on track, they get to switch to a 4-day schedule for the next week. They almost ... ... more time to spend in nature, with the loved ones, for our personal well-being and so on. This can have a positive impact as well as people who are content tend to do a better job. Advantages and drawbacks

... indepentely -> indecently ). Comment from saqib abbas(@saqib_abbas3): @byalexai   No, I don t think so. At the end of the day, online discussions, on Twitter/Facebook/Reddit, reflect current conversations. When we go back to topics from 10 15 years ago, we often laugh at what we wrote. How wrong we were. Or how someone actually guessed something right. So for me, they have huge value. If someone is old enough, they ll remember that 20 years ago we used ... ... Comment from Nika(@busmark_w_nika): @malithmcrdev  good point as well because at the end of the day, social media does the same thing as AI... exploiting someone else's ideas. Comment from Helga Razinkova(@helga_impalpable): Cool topic

... like to contribute your 2 cents? I don't mean that you generate an AI answer for the topic, but that you enjoy discussing the topic

... also the only 2 team members working on our startup, and I already feel each of us takes too many responsibilities. We used to consider outsource some non-core tasks but we also heard lots of drawbacks of outsourcing (even not the core technical stuffs). So currently we are still doing everything all by ourselves. Salute to all solo-founder! You all are the true hero! Comment from Mason(@masontember): I m a social worker pivoting into tech, getting ready ... ... definitely teaching me a lot at the moment haha I ll definitely let you know when I launch! Comment from Andrea Liao(@andrea_liao1014): @busmark_w_nika  Loneliness has been mentioned for the most times for this topics

... works best open to more tips too! Comment from Manu Goel(@manu_goel2): I too am about to launch but I can say that there is value in terms of keeping spirits high by drawing inspiration from fellow makers. Also, forums are good but discussion topics

... short on time and not available in real time: Batch-create evergreen content that can be shared anytime, or content tied to a recurring season or trend. (If you find time while travelling, you can still jump on current topics, but be aware, it might distract you from the trip.) Prepare your content at least 2 weeks before your trip. Create at least 4 extra posts beyond what you need. For example, if I m travelling for 9 days ... ... Aleksandar Blazhev(@byalexai): @busmark_w_nika  true inspiration Comment from Aleksandar Blazhev(@byalexai): Yesss. If anyone s wondering why Nika is about to hit 10,000 followers on Product Hunt. Here s your answer in action. I often draw

... minor nuances on how to best use them e.g Too much context (code) makes them lose accuracy so claims of reading entire code compromises on accuracy just like workflow based Rapid AI Development. It s a very long topic but the key lies in just appreciating how AI works in the background. Still my vote would be for Claude Comment from Leandro Sardi(@leandro_sardi): @gabe  It is not as good as Claude, but it works good ... ... Comment from Matthew Ferrin(@matthew_ferrin): @hi_caicai  I think you re right, and there are some workarounds. Claude Code now opens a temporary tab in VS Code with a clean diff in the UI, which helps. One drawback

... case scenario? AI helps us cut through the noise to find real connection. Worst case, more artificial than ever. Either way, the social in social media is due for a reboot! Comment from Ruxandra Mazilu(@ruxandra_mazilu): Love this topic, thank you for bringing it up! I agree, the next wave will probably be more about the smaller circles. That's why the demand for nano-influencers has started to increase in the last couple of years, and why there ... ... agree that the next wave is about Belonging. Two thoughts I'd like to share with you: 1. The Internet of Meaning It's no longer information overload; it's meaning overload -certainly in a positive sense. We are drawn

... emotional support? As a community of builders and users, I'm curious: Would you ever build emotional features into your AI product? Do you think users actually want their AI to feel more human ? Where should we draw the line between helpful and invasive? Let s discuss Comment from Jihoon Lee(@indukeys): As @abod_rehman stated, I think there's a growing lack of human connection. I m a big supporter of AI tools for journaling, accessibility, and guided frameworks ... ... answer is yes BUT only in the context of one of my projects. I m currently working on a project where we explore how to analyze candidates' emotions during interviews. It s a fascinating and complex topic

... Hey Product Hunt community! I m currently working on a product designed for users around the world, and as exciting ...

... computer games. The younger generations (born after 2000) are given smartphones as toddlers (in some cases literally). Is there an ideal age and "restrictions" when a child should be introduced to the online world? Personally, I think that these topics and practical experience should happen at the earliest possible age. First show the pitfalls and give a condition for use use the Internet for something useful, e.g. to learn something, or to create something. I can t just complain about ... ... konrad_sx): This is sure a difficult question because people are so different. For some, having access to the internet from "the earliest possible age" is certainly beneficial, and no restrictions are needed, but others may be strongly drawn

... When you're a 9-5 employee, it's relatively easy to determine when your work starts and ends. But ...

... only find tools that use figma docs as input for your agent not tools that can handle creation in figma. First category is also interesting btw but if cursor could draw/design too that would be fantastic. Comment from fmerian(@fmerian): great topic

... proceed creating qualitative content not expecting high results. Because if you stop posting while having a plateau, you ll drop fast. Probably I d make a short unusual pause and then boost with a top-tier content piece to draw attention. I also agree with people here recommending reaching out to your top followers with special offers and some kind of giveaway. Comment from Nika(@busmark_w_nika): @angelinashv  This is a good point. It works for IG stories ... ... your audience don't want to miss. Hope this helps! Comment from Matt McDonagh(@matt__mcdonagh): Whenever I hit a growth air pocket in my substacks I: 1) reach out to my top readers and ask for suggested article topics

... apps stores had that idea (all people without PhD I guess), and they publish contradictory and much to low numbers. Also, with a PhD you have learned to read and write complex research papers and quickly understand difficult topics. E.g., for my review of Privatemode AI I needed to understand some advanced cryptography. Comment from Nika(@busmark_w_nika): "Helping me find my wife and friends"  what did you study? :D sociology? Psychology? :D But kinda strong argument here ... ... love their job by heart in any field is hard, isn't it, let alone their performance. I hope you stay healthy and keep those bad doctors away! :D Comment from Hyuntak Lee(@hyuntak_lee): I love the topic

... rough notes and the full conversation transcript merge into a structured summary that reads as if a professional assistant polished it up in seconds. Standout features pop out immediately, like the way it auto-generates subheadings for key discussion topics and bullet points for decisions or action items. The initial impression is of a premium, effortless experience that feels tailor-made for anyone who lives in back-to-back meetings and craves a bit of order and clarity. Comment from ... ... features, I can't live without are 1. OCR tool. I click cmd + 6 select screen area - then the text there is moved to the clipboard 2. The annotate tool. Often during calls I just screenshot and start drawing

... fundamental Tana LEGO block. It works like this. If I want to see how two things relate say, books and authors I first create supertags for both. Then within the #book supertag I create a field called "Author" that draws its options from instances of the #author supertag. And in the #author supertag, I create a search called Books that finds all books by whatever author you're looking at. It sets up something like this: A Tale ... ... powerful, because its how I connect tasks to projects (Project field in #task, Tasks search in #project), or quotes to sources (Source field in #quote, Quotes search in #source), or discussion points to people (Person field in #discussion point, Topics

... familiar with it and can t let it go. Comment from Emily Willis(@emily_willis1): Hi Mat, great discussion topic! I agree with you. I've been using Claude for writing for months. Originally I found it way better than ChatGPT (at crafting copy that sounds more original, more unique, less robotic etc). I was drawn

... review work. Split Inbox & Auto Labels . You can then also split your inbox using your own Auto Labels. So even when your inbox is overflowing, you can jump to a specific topic and then get through emails of the same type, at the same time. Emails that write themselves Auto Drafts . Superhuman will now automatically draft replies to emails that need you to follow up. We ll soon draft replies to every email that needs a response, using your ... ... best implementation Comment from Rahul Vohra(@rahulvohra): @rajiv_ayyangar  Thanks Rajiv, and you're totally right this is a very ambitious set of features! So this launch isn't a "one and done". It's more like drawing

... Hi Product Hunters! I'm here today not to launch a product, but in a way for something much more ...

... come up with ideas for posting on social media every day? What tools or strategies do you use to consistently generate content? I know that we draw inspiration from our daily activities, but sometimes it can be challenging to come up with fresh ideas. It s hard to decide what to post, especially when the content isn't directly related to our product. We're looking for content that connects with our audience, encourages learning, and invites participation. Comment from ... ... interests what questions are they asking, what trends are they engaging with, and what challenges are they facing? I also rely on tools like Draftly, which makes brainstorming content ideas much easier by generating tailored suggestions based on a topic