... building AI agents before they think about AI governance . That probably makes sense. When you're experimenting, the focus is usually on getting the agent to work, not on documenting every decision it makes. The challenge is that agents tend to become useful faster than expected. One day they're helping draft content. A few weeks later they're updating records, touching customer data, triggering workflows, or making recommendations that influence real decisions. That's usually when governance stops feeling ... ... changing is that AI agents are bringing those concerns into places where many teams haven't had to think about them before. One thing I've noticed is that these questions rarely come up during the first prototype. They tend

... probably saw the VS Code 1.117 story: "Co-authored-by: Copilot" silently added to commits by default, including for code that Copilot never wrote. Microsoft reverted it in 1.119. Good. But the revert is the wrong ending to the right story. The developer anger was about consent and accuracy both valid. What did not get picked up in the discourse was the architectural question underneath: even when Copilot does write code, a git trailer tells you almost nothing useful ... ... capture provenance at insertion time before the diff ever hits git. Each insertion generates a structured record with roughly 40 fields: four timestamps, the full prompt body, the raw model response, 10 named capability slots indicating what was captured versus

... feed your imported password vault into assistant training or semantic memory.  If you voluntarily put secrets into chat, or a page visibly shows them, that s a different path and we think you should know that. Onboarding copy vs. what ships today Our welcome flow includes an option described as importing  cookies and login data  (saved passwords, stay signed in). We re being transparent here: that screen  records your choices as preferences ;  full automatic migration ... ... rule as any AI product. More detail (for the curious): our internal docs distinguish  browser privacy (ETP, cookies)  from  assistant telemetry   two different systems, two different toggles. Why we posted this here Product Hunt folks tend

... Planning birthdays, house parties, office celebrations, or festive events is still chaotic. Too many calls. Random vendors. No transparency. No easy comparison. So we built Tendr. Discover trusted vendors Compare decor, catering, DJs & photographers Wishlist vendors before planning Plan events faster with a smooth workflow Designed for private celebrations & office events We ve already onboarded 100+ vendors across Delhi NCR and validated demand through real orders. Would love your feedback and support Comment from Rian Robertson(@rianbrob): Love ... ... this! Event planning is such a nightmare with all the vendor chaos...Tendr

... community I'm Dhruv, building Tendr a modern platform simplifying event planning for house parties, college events, and celebrations by connecting users with trusted vendors and smart tools ...

... Lately, after spending a lot of time online, I ve noticed that the way I consume content has changed, and honestly, not for the better. When I consume content on social media (or through screens in general), I tend to pay less attention, and my attention span feels much shorter. On top of that, while exercising, I often listen to videocasts or podcasts, which means I m not fully focused on one single activity. As a result, I sometimes feel ... ... started experimenting with is reading books, textbooks, or workbooks early in the morning, before touching my phone or any other electronics. So far, it seems to help improve my focus. How do you balance content consumption (especially digital vs

... text. Even the general structure doesn't tell you much, at least for articles where humans were pushed into the same handful of SEO-friendly templates before generative AI became widespread. Comment from Fabrizio Pfannl(@fabriziowexare): Honest answer: AI-vs-human detection is mostly broken now. What still works is detecting whether a piece of writing was edited by someone with an opinion versus

... wonder if waiting for the product to earn trust can sometimes delay learning. Sharing earlier, even in small ways, can shape how people perceive and use what you re building. Maybe it s less about waiting vs promoting and more about how intentionally you bring people into the journey. Comment from Kabir Salunkhe(@kabirsalunkhe): @busmark_w_nika  Hahaha! Apologies, it was an interesting topic for discussion. To be honest even I'm finding it difficult to keep track ... ... about the quality of feedback. Maybe the harder part is creating an environment where people feel okay being honest even if they like or respect the builder. Comment from Kabir Salunkhe(@kabirsalunkhe): Feels like it s not brand vs

... just letting it rip . I m very curious whether others have struggled with free trial versus freemium and whether doing both is a bad idea (I m leaning towards that being a yes by the way). I also wonder if we are giving away too much for free and should be feature gating more. The challenge then shifts from a pricing perspective vs

... Over the past few days, I ve been trying to understand what helped the most successful launches stand out. In general, here s what I noticed they tend to share: Their Product Hunt page had at least 500 followers. The product was in overall good condition (I mean, already had some level of reputation, really good marketing ). Many were hunted by well-established, well-known hunters on the platform. Every comment received a response. The visuals were strong there ... ... featured at the beginning of the carousel. Our upcoming launch currently meets about 2  3 of these criteria . Still room for improvement. Curious to hear your thoughts: Have you noticed any other patterns that successful Product Hunt launches tend

... What s one mistake you made early on that you d warn a new maker about? When you re validating an idea, what s your most reliable signal that it s worth building? What kind of forum posts here tend to lead to genuinely useful discussions (and what tends

... builders, GCs, and subcontractors face daily: endless spreadsheets, fragmented software, manual takeoffs, chaotic bidding, and messy communication chains that make even simple projects exhausting to manage. We all know the industry runs on inefficiency, manual takeoffs that take hours, tenders buried in emails, scattered accounting tools, and disconnected project management systems that never truly talk to each other. But honestly, the biggest problem goes deeper than bad software. It s trust or the lack of it. Good subcontractors get screwed ... ... entire professional supply chain. That s why I started building Tegrity Hub , a unified, intelligent platform designed to bring efficiency, transparency, and integrity back to construction for everyone . A Single Hub for the Whole Industry Tegrity Hub connects projects, tenders

... fragmented tools and outdated processes in construction. Tegrity Hub brings together: Professional Networking & Community: Connect, showcase projects, and build your reputation. Comprehensive Project & Financial Management: From Gantt charts and daily logs to estimates, invoices, and full accounting. Tendering & Bidding Marketplace: Find and secure work, powered by expert-verified automated takeoffs (95%+ accuracy, quick turnaround!). Gamified Rewards System: Earn points for every action, from posting a project to winning a bid, displaying integrity and redeem them for subscriptions ... ... takeoff credits, exclusive tenders

... noticed two main narratives in how companies view their competitors. Either it s a fight to the death approach exactly like what we see between Replit and Lovable (though it seems Replit does more of the provoking ) basically: We speak badly about our competition. Or it s more motivational: We speak positively about our competition. Tho I do not know whether I have seen some example of this competition, I can see it only in terms of personal branding when ... ... people do not want to say bad things about someone, even when they are competitors

... finally share it with you, guys. If you ve ever felt buried under contracts, RFPs, or bid docs, or worried about missing deadlines and risks, ContraVault AI can help. We take care of your entire contract and RFP cycle: Tender Discovery: Find relevant tenders

... early-stage founder, but I am also a 20-year-old college student. This post is from the perspective of the latter and looks to give founders/anyone trying to market their company a look into the social media tendencies of a college student. 70% of the time I spend on social media is on Instagram Reels. Same with the majority of my friends. Why? 1) The content is funnier & it's more out of pocket: My whole feed ...

... cursor with Claude Sonnet 4, and it's really good compared to other models. But I am hitting the rate limit frequently and can't use it anymore. I cancelled my subscription with Cursor and am looking for alternatives. I also tried Gemine 2.5 Pro and o3 models, but they are not as good as Sonnet 4. I signed up for Google Vertex AI where you get a free trial with 256 credits, where you can use the Sonnet ... ... very good Comment from Tijs Teulings(@_tijs): Claude code has been available in the default Claude plan for a while now. Limited tokens per day but enough to get shit done. It integrates quite well with both vscode

... noticed that in most growth discussions, people tend to focus heavily on SEO optimizing blogs, backlinks, keywords, etc. But very few talk about paid traffic strategies, especially analyzing competitors

... What I like about tech culture or marketing is that it tends to be more relaxed. At least in my experience, I ve always had a very open and friendly relationship with CEOs. But the bigger the company, the more distant the CEO tends

... initially but can struggle as your codebase grows beyond roughly 100-200 prompts. Keeping your components short (under 300 lines each) helps manage complexity and Bolt's understanding of your code. Bolt uses the Claude Sonnet 3.7 model, which tends to be overly creative, suggesting unnecessarily complex solutions. Explicitly instruct Bolt, "I value simplicity and prefer straightforward implementations," to guide it towards simpler, practical solutions. Giving Bolt ambiguous prompts with multiple possible implementations often results in it choosing an unnecessarily ... ... with GitHub" for applications targeting developers or tech-savvy audiences. UI Considerations I often find the hero section for my landing page from https://21st.dev/ and Bolt is able to handle the implementation fairly seamlessly. Bolt has the tendency

... Pablo and currenty working on sigmaOS.com a new productivity browser releasing on product hunt next week. I know that a lot of you have probably tried some form of marketing on facebook/instagram/twitter but people tend to shy away from reddit. I am here to show you my example and how I got 200 users and plenty of feedback compeltely free in a couple days. Here is the link to one of my posts: https://www.reddit.com/r/macapps... For those ... ... social media platform after all and there will be some toxicity sometimes. I found reddit to be a great platform to find genuinely interested/interesting people. The ability to target them by subreddits is very valuable and they tend