... week of refactoring: one response shape across every surface, the structure behind it pulled into one place, and the bugs that turned up while I was in there. The shape

... years by people who cared about how it feels to use. Dark, considered interfaces. Whitespace that isn't accidental. Content that is the product, not decoration bolted onto a spreadsheet. The short answer to "what's the best LinkedIn alternative in 2026" is this: builders aren't looking for another feed. They're looking for a professional network that was actually designed, not just maintained. That's the gap forg.to is built to close. Here's why the gap exists ... ... text and photos from people you loosely know, interrupted by ads, sorted by an algorithm you don't control, wrapped in a blue-and-white shell that was already starting to look dated by 2015. LinkedIn is that same shape

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape

... than that even. Our pending question has an expiry column. The permission it produces does not. The request expires and the grant is forever, which is precisely backwards from what you are arguing. One place we did build your shape. A scope contract ratified for the current run is the only thing in our gate allowed to override a standing auto approve, and it dies with the run. So the general form might be that a licence should be scoped ... ... number into a notes file is fully undoable. It touches nobody. Any blast-radius check waves it through. Last week I wrote down "only 12% of the site is indexed" read off the wrong report, roughly the right shape

... everyone! I'm an indie maker passionate about building AI-powered tools that solve everyday problems. My latest project is an AI face shape analyzer that helps people find hairstyles, glasses, and grooming styles that suit them best. Building this product has taught me a lot about computer vision, user experience, and the importance of validating ideas with real users instead of making assumptions. Every piece of feedback has led to improvements I wouldn't have thought ...

... Illustrator-style Pen Tool One thing I always missed in browser and mobile editors was a proper Pen Tool. Crayon lets you create custom vector paths using B zier curves, making it possible to draw logos, icons, illustrations, and complex shapes with precision instead of relying only on basic rectangles and circles. Mask Images Inside Any Custom Shape

... from a book or a talk. What actually got me moving was necessity freelancing on Freelancer.com , figuring things out project by project, learning Python/SQL/ML skills because a client needed them, not because I planned some grand path. If anything shaped me, it was just repetition: taking on work slightly outside my comfort zone, delivering it, and learning what I needed to along the way. No influential person, just a lot of "figure it out because someone's paying ... ... Comment from Nika(@busmark_w_nika): @sasha_havrilyuk  Yes, also read it as the first book by him. Then "Losing Virginity" :D Comment from Nika(@busmark_w_nika): @johnsongill  Everything happens well, as it should. Without that shaping

... models. As I've been going through that, I've found some error scenarios where everything "looks" right to me and to the agent but is actually off by a small amount here or is missing a specific shape over there. So to help with this, I added two tools to agentcad : spec: spec allows the agent to declare different things that should be true about the final shape

... brainstorming, VS Code for coding, GitHub for version control, Notion for organizing ideas, and Google Workspace (Docs + Gmail) for collaboration. Amazing how a handful of tools can become part of your daily workflow. Comment from Shehide Memet(@shehideay): VS

... Approval push with full proposed-action payload, resolvable in place. Needs-input push that labels simple-vs-complex so you know whether to answer or open. Completed silent list. That's four different treatments, and you basically specced them. That's exactly the shape

... search or browsing history sold to brokers, no interest graphs for third-party advertising. The goal is product improvement: quality, latency, bugs, and aggregate feature usage. Not selling your data. You can see side-by-side example payloads (default vs opted-in) here: https://kahana.io/docs/technical... Questions we would love your take on as builders and users: Default-off personalization Is anonymized-by-default the right default for an AI browser, or would you want opt-in framed differently ... ... example clearer "train Oasis for me" vs

... rest of the PR drill-in opening a PR doesn't take any longer than before. Patches over 500 hunk lines render a banner pointing at GitHub; pagination caps at 300 files per PR. A worst-case node_modules-shaped PR can't freeze the viewport. Boundary sanitization (v0.11.0) extended to the new path hostile diff content can't inject terminal escape sequences. Upgrade: brew upgrade gfazioli/tap/octoscope Or grab a binary from the release page: https://github.com/gfazioli/octo... As always ... ... read-only, free, MIT, on Linux / macOS / Windows. Source on GitHub: https://github.com/gfazioli/octo... Curious what people drill into next. Side-by-side diff view? Ignore-whitespace toggle? Per-file folding? Let me know the v0.11.0 thread shaped

... studied Japanese for more than a week, you've already hit the wall: (wa) vs (ga). Every textbook gives you a different explanation, every YouTube video contradicts the last one, and somehow you still guess wrong on JLPT practice questions. This guide skips the philosophy. The JLPT doesn't test you on topic-vs

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... lessons. What stands out is how common this pattern is. Teams assume enterprise is just more features, but it s actually a completely different motion: longer sales cycles, compliance, onboarding, and trust layers. Also love the point about data vs

... felt the same white screen, some text and maybe a night mode if I was lucky. There was no atmosphere . No sense of being somewhere. I kept thinking about how different it feels to read in a calm beach versus at a cluttered desk. The environment shapes

... Face Shape Detector is a free, AI-powered tool designed to accurately analyze your photo and identify your face shape

... using any face-shape detectors to check your face shape

... Some creators always seem one step ahead of trends. It s rarely luck. it s insight! Predictive analytics helps creators move from reacting to performance to anticipating what audiences want next. By analysing audience signals, comments, and competitor patterns, content can be planned with clarity instead of guesswork. This blog breaks down: What predictive analytics really means for creators How to spot emerging trends before they peak Practical ways to use data without losing creativity For anyone building content with ...

... client behind Marital Affirmations wanted to solve consistency , not content volume. The goal wasn t to build another quote app, but to create a daily habit tool that fits into real life, especially for busy professionals. That framing shaped every product decision. Product Vision: Reflection Without Friction The core idea was simple: If reflection feels heavy, users won t return. So instead of forcing users into long writing sessions, the app was designed around: Short daily affirmations Lightweight journaling Voice ... ... checkpoints A sense of narrative over time Users could look back and see how their thoughts evolved, which felt more meaningful than numbers. This approach aligned well with users who wanted reflection, not performance metrics. User Personas That Actually Shaped

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... round, sluggish, and adorably unhappy a gentle reminder rather than a scold. Why I built it I wanted a nutrition tool that doesn t preach. Something that feels friendly almost alive. A small companion who shows how your choices shape your world, day by day, meal by meal. How it's made I used Gemini 2.5 Flash so the companion could respond quickly and feel present, almost like a little heartbeat in the app. The whole experience is crafted with ...

... help us identify what needs improvement, what features should evolve, and what new functionalities could bring even more value. Our goal is to build a platform that truly enhances how people manage and review their meetings. Your feedback directly shapes future updates , optimizations, and upcoming features. Whether you want to report a bug, request a feature, or tell us what you enjoyed, this space is yours. Let s make ReadMeeting better together ...

... tomorrow! I d love your feedback: what features would you add? Which ones do you like? I ll be posting updates and questions through my new X account, so don t forget to follow if you want to help shape what comes next ...

... everyone, I ve been working on something called Worthington a reader-shaped magazine where anyone can publish short features and critique others. It s an experiment in making reading and writing more open and iterative. Not trying to pitch hard just curious what people here think about the idea of magazines built by their readers. Does that sound interesting or unnecessary? You can check it out here: https://www.producthunt.com/post... ...

... explainable investability snapshot. Think: Your second AI brain for private-market analysis secure, traceable, and built for speed and clarity. We re still early and want your input. Take our quick survey (2 3 min) Here   to help shape the product and get early access when we launch. Or schedule a 20-minute call /with our Head of Product Here Thank you for helping us raise the bar for private-market decision making ...