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News for “Clarity”
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a8.aygun.me• Jul 11, 2026• 1 min read
Show HN: Sfotty Pie – A browser-based Atari 8-bit emulator in TypeScriptHi HN! This is my little tribute to the machine that started it all for me. I first shared it publicly some five years ago when it was only able to run Atari BASIC. Today it's in a much more usable state where most games work with highly accurate video and audio, even on a phone.Highlights:* Almost every component is cycle-exact. The CPU passes the SingleStepTests/65x02 suite with a perfect score and the emulator scores 53/57 on Altirra's Acid800 suite. The biggest gap is serial I/O, which is currently emulated by trapping calls to the OS. Other than that, the emulation is pretty "literal", favoring code clarity over performance.* It ships with open-source replacement ROMs from the Altirra and Atari++ projects, so it boots to a working machine without copyrighted Atari firmware. You can drop your own ROMs and disk images into the library. They stay entirely in your browser (IndexedDB), nothing is uploaded anywhere. It's a completely static site.* It emulates the entire Atari 8-bit fami
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news.ycombinator.com• Jun 30, 2026• 1 min read
Ask HN: Where did the terminology (AI) "System Card" come from?There is some terminology/jargon associated with AI technology that I'm curious where it comes from. Like "System card", "Alignment", "Safety".Perhaps in this thread, people can share their own "What does X mean, and why is called that?" questions about confusing terminology around this subject, and we can all learn.I'm often running tech workshops to newbies / young people, so I am always looking for increasing clarity of communication to make things easier...Thanks!
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news.ycombinator.com• Jun 27, 2026• 1 min read
How do you handle high-stakes decisions when your brain is at 99% capacity?Hi HN. I'm a non-technical builder, and I've been struggling with decision paralysis.The Problem: Last month, I spent 3 weeks overthinking a critical decision for my project. By the time I finally made the call, I'd lost a major opportunity to a competitor.The issue wasn't lack of information. I had all the data I needed. The issue was that I was trying to process a high-stakes, unstructured decision using the same exhausted brain that was debugging code, managing stakeholders, and worrying about deadlines all day.My "RAM" was at 99% capacity, and I was trying to run an infinite-loop algorithm on it.This happens whether you're: - A founder deciding on pricing - An engineer choosing between architectures - A VP deciding whether to hire or outsource - A researcher picking which direction to pursue - Anyone making high-stakes calls with incomplete informationWhat I've Tried: 1. Journaling - Too unstructured, just dumps thoughts without clarity 2. Talking to friends/colleagues - They're to
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danstroot.com• Jun 24, 2026• 1 min read
Show HN: AI ManifestoWith massive respect to Jeff Sutherland and all the thought leaders who met at a ski lodge in Snowbird, Utah, in 2001 and created the Agile Manifesto - it might be time to revisit / refresh / revitalize the Agile Manifesto in light of the emergence of LLMs. The scarce resource is no longer programming capacity, but organizational clarity and architectural coherence.As a thought exercise (and for fun) I took a stab at it. I would love to get some collaborative feedback to improve it. Of course I do not expect this to replace the Agile Manifesto but I'd like to use it when speaking to enterprises about how to think about Agile in today's world.So any/all comments welcome!ps - posted on my blog because of convenience. It is not monetized in any way. No ads, nothing. Cheers!
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rejourney.co• Jun 21, 2026• 1 min read
Show HN: A GitHub app that suggests code fixes for conversion failuresHi Hacker News!I’m Rashid, a first-year student at UT Austin and the person leading development of Rejourney, a web/app analytics and session replay tool.Recently, a handful of our users emailed us that they only care about a few user recordings (replays) that show conversion issues, and didn't want to waste time watching all the session replays they got. And no matter how many filters/smart capture rules we put in, the deterministic methods of choosing what to capture always missed important session recordings or overshot and recorded everything. Our users also used other platforms like Clarity or Posthog's AI that summarized all the replay issues, but those also either missed important sessions or focused on a few sessions rather than the overall picture in terms of revenue, growth, and conversion leaks.We started to think about the unit of analysis and segmentation strategies for failure patterns across many sessions. That led us to build Marlin (big fish), a GitHub app that looks f
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news.ycombinator.com• May 23, 2026• 1 min read
Instant YouTube channel analysis using public metricsHey HN!I’ve been spending a lot of time around creator communities recently, and one thing I kept noticing was how difficult it is for smaller YouTubers to understand their channel growth clearly. Most analytics tools are either overloaded with dashboards, require full account access, or are built mainly for large creators and agencies.So I built AAFY — a simple creator growth companion focused on clarity, privacy, and quick insights.The idea is straightforward: you enter any public YouTube handle (for example @MKBHD), and AAFY analyzes publicly available channel/video data to generate a clean visual review of the channel.The platform currently provides:channel performance summariesvisual growth chartsupload consistency trackingengagement trend analysistime-based performance comparisonsdownloadable PDF reports for review/sharingOne thing I cared about a lot while building this was privacy. AAFY does not require YouTube login or OAuth permissions because the analysis is based only on pu
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proposalkit.io• May 20, 2026• 1 min read
Show HN: Proposalkit.io – you write the content, we control the designThis is a proposal creation and analytics software for small agencies. Who is it for: a five person web design studio sending a $15K-ish project proposal after a discovery callI've been long wanting to start building my own businesses, and this is my first true attempt to do so. I've built systems on top of platforms like Airtable and Shopify before, but this is the first time I've attempted to do the thing most people think when they think of SaaS.Landing site: Astro on Cloudflare PagesApp: React & Cloudflare WorkersDatabase: Postgres on Railway + Cloudflare HyperdriveMisc: Sentry, WorkOS, Paddle, Postmark, Umami, Clarity, Github ActionsThis is an extremely cheap setup where I effectively only pay for the domain and the small cost of keeping that Postgres server up. Could've gone for a free service like Neon for my db, but it didn't play well with JDBC in my last project. I enjoy using the Cloudflare stack a lot compared to AWS.How it differs from other proposal software is the emphas
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cbsnews.com• Apr 19, 2026• 1 min read
Extended interview: Rachel Goldberg-Polin on grief after the death of her son, HershAnderson Cooper spoke with Rachel Goldberg-Polin, an American Israeli mother whose son, Hersh, was kidnapped by Hamas on Oct. 7, 2023 and then executed. Editor's note: The video above is an extended version of the interview that was broadcast on 60 Minutes on Sunday, April 19, 2026. This extended version was condensed for clarity.
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news.ycombinator.com• Apr 6, 2026• 1 min read
Startup founder's day swinging between 99% failure with 1% hopeI and my co-founder have been building my startup for past 9 months. Lets be practical, most founders don't have clarity at Day 0. Same goes for us.Initial 4 - 5 months, hearing all those advices on Problem, solution, customer , value blah. We get it. Idea alone is not enough. Perfect junction of Customer, problem, solution, Value and pricing matters a lot. At some time, we realise this and we position our product in this junction.Next stage is the toughest one. "Why would customer choose you over similar existing tools?". Story telling, SEO, landing page blah, blah, still you are not there yet.All the surrounding advices stop here. Because no playbook exists to crack this.Thats why most investor look for traction in your product. Idea + solution + traction ~= investment.Painful days are those in this phase "Idea + solution + traction", is where real thick skin founder persona within you is built.100 Dms, no response10+ feature updates no response50+ demo calls, no real conversion.Stil
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helpmarq.com• Mar 17, 2026• 1 min read
Show HN: Helpmarq – Submit any project, get structured feedback from real usersI built this after noticing a pattern: founders and developers share things they've built, get back vague or overly positive responses, and have no real signal on what to fix. Helpmarq lets you submit any project — landing page, app, side project, pitch deck — and get structured feedback from real users. The review process is guided by specific questions (clarity, value prop, UX, conversion blockers) so reviewers can't just say "looks good." The core insight: feedback quality is a framework problem, not a motivation problem. Most people want to give useful feedback — they just don't know what to look for. Still early. Would love brutal, honest feedback from this community — on the product and on the idea itself. helpmarq.com
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bing.com• Mar 16, 2026• 1 min read
Create a Meaningful Tribute for Your Loved OneNASHVILLE, Tenn. (WTVF) — Saying goodbye to a loved one is never easy. More families are looking for options that bring comfort, clarity, and peace of mind. Today we are joined by Jeff Duffer with ...
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how-to-grab-me.vercel.app• Mar 13, 2026• 1 min read
Show HN: Prompt optimizer that refactors messy prompts using a P-C-V pipelineI built a small web tool that tries to automatically refactor messy prompts into structured prompt specifications.The motivation was simple: most prompts people write are poorly structured, which often leads to unstable AI responses.So I implemented a Proposer–Critic–Verifier optimization pipeline.Proposer restructures the prompt. Critic evaluates clarity, structure, and task definition. Verifier checks consistency. Arbiter detects convergence.The system runs several iterations and produces a structured prompt specification.It usually takes around 30–40 seconds to run the full optimization loop.The tool also includes: • prompt quality analysis • explain mode • version history • prompt diff viewerDemo: https://how-to-grab-me.vercel.app/Would love to hear if people building AI tools find something like this useful.
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lipflip.ai• Mar 4, 2026• 1 min read
Show HN: Lip Flip Before and After – Real Results and AI Preview# Lip Flip AI – See Subtle Results Before You DecideCosmetic decisions are personal. And when it comes to your face, even small changes can feel like a big step.Lip Flip AI was created for one simple reason:to help you visualize subtle enhancements before making any commitment.Instead of guessing how a lip flip might look based on other people’s photos, you can now preview a realistic simulation on your own face — in seconds.No injections.No appointments.No pressure.Just clarity.---## What Is a Lip Flip, Really?A lip flip is a cosmetic procedure that uses small amounts of Botox to relax the muscle above the upper lip. When that muscle softens, the upper lip gently rolls outward, creating the appearance of slightly more fullness — especially when smiling.It does not add volume.It does not reshape the lips dramatically.It’s subtle.That subtlety is exactly why many people are curious about it — and also why it can be difficult to imagine the outcome.That’s where Lip Flip AI comes in.---##
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fixyou.app• Mar 3, 2026• 1 min read
Show HN: FixYou – AI tool that tells you which cancer screenings you needThe USPSTF and ACS publish thorough cancer screening guidelines, but they're dense and scattered across dozens of pages. What you actually need depends on your age, sex, family history, smoking status, and other factors. Most people, including me until recently, simply don't know what they should be getting checked for.I built FixYou after losing my grandfather to colon cancer that was caught too late. After his diagnosis, my parents went for colonoscopies and found polyps, early and treatable. We didn't lack access to healthcare. We lacked clarity.FixYou is a free tool that: 1. Walks you through a short AI conversation about your health profile 2. Cross-references your answers against current USPSTF and ACS screening guidelines 3. Gives you a "Shield Score" (0 to 100) and a prioritized list of screenings to scheduleThe goal isn't to replace your doctor. It's to prepare you for the conversation, and to be the nudge that gets you to actually book that colonoscopy or mammogram you've bee
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indie-me.ai• Mar 2, 2026• 1 min read
Show HN: IndieMe – AI for music artist brand identity and release strategyHi HN,My team and I (a group of independent music artists and developers) have been building IndieMe, an AI system that helps artists define their identity while planning releases.A pattern we kept seeing in independent music is that artists don’t necessarily struggle with making songs. They struggle with clarity — who they are, what they stand for, what their visual world looks like, and who they’re actually speaking to. Without that foundation, release marketing tends to feel scattered.So we built a structured onboarding workflow that models an “Artist Profile” first — including target audience, visual direction, color palette, narrative positioning, and messaging backbone. From that profile, the system generates release strategies, content ideas, and actionable timelines that stay consistent with the artist’s identity.Under the hood, we focus on structured outputs instead of open-ended chat. The goal is to generate modular, editable building blocks (identity system → strategy module
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bing.com• Feb 22, 2026• 1 min read
Gemstones that can balance a fickle mindVedic astrology suggests gemstones can stabilize emotions and restless minds by harnessing cosmic energies. Pearls calm lunar influences, while emeralds enhance Mercury's focus and clarity. Moonstone ...