... distributed systems it's more of a suggestion than a wall. Comment from Riya Pariyar(@riya_pariyar): @alheri_murya  starting with the highest privilege calls is exactly the right prioritisation. you don't have to boil the ocean. just make sure the most sensitive service-to-service calls have real identity first. Comment from Riya Pariyar(@riya_pariyar): @lucas_cook2  most teams are handling it one of three ways: mutual TLS between services, short-lived tokens issued ... ... deterministic. mine isnt. Comment from Adams Parker(@adams_parker): I think the tricky part is proving service identity without turning every internal request into a security project. Comment from Chandrshekhar rawan (@chandrshekhar_rawen): @riya_pariyar   That front door vs

... followers, just someone listening. so I started building it in May, I'm 20 and still learning to code lol, was up till 1-2am a lot of weekends just figuring things out. it's called Drift Ocean of Hope you write like a letter to the sea, seal it in a bottle and cast it, someone writes back. I just didn't want people to feel alone with their thoughts, that's literally it. if that sounds like ...

... suddenly find yourself building your own product =D Comment from Adana Marukhyan(@adana): @alexeyglukharev  Nice to meet you! Wow, interesting background! Reading OceanMind and NovaOcean , I started thinking - maybe Alexey has a special connection with water and the ocean itself? And then I found the answer in your hobbies list =) Working with breathwork is a really cool idea for a product. I guess it s a mobile app? Can you share it with us? Comment from Adana Marukhyan(@adana ...

... product mentioned in ChatGPT or Perplexity answers, and the data keeps pointing somewhere that makes me question the whole "GEO/AEO" hype. Ahrefs looked at 75k brands and found branded mentions correlated with AI visibility way more than backlinks 0.664 vs 0.218. It's correlation, not causation, so take it with salt. But the gap is big enough that I can't ignore it. Which makes me wonder if we're overcomplicating this. Maybe AI visibility isn't a new discipline ... ... just a distraction: While off-site reputation is the foundation, there are very specific, tactical things you can do right now that go beyond traditional PR: Intersect Backlinks with Cited Links :  Comparing where you have traditional links vs

... spend a little more time if it helps avoid an expensive architectural mistake in production. The multi-cloud stuff is cool as well. One cool question to try asking the simulator is "When is OCI cheaper than Digital Ocean?". One might be surprised at the answer. Comment from Kevin Brown(@mathsociety): @jordan_bulk  The biggest misconception is that Cloud World Model is a cloud provisioning tool. It isn t. It simulates cloud infrastructure so AI agents and engineers ...

... most annoying CI error you keep seeing? Comment from Paul Clegg(@paul_engramic): Every CI stack is going to be slightly different, I'd say the right solution is created from experience of your own stack, what is flaky versus what is stable. Things like node version checks and env vars, placing these checks earlier in the pipeline is better to have by convention. I would trust an automated PR for a dep check but not with an any credential ... ... those gaps when they slip through. On the every stack is different point, that's why we started narrow: GitHub Actions + Node.js/Python. 94 patterns that cover the most common failures across those stacks. Not trying to boil the ocean

... launch day! Comment from Omri Ben-Shoham(@omri_ben_shoham1): Been following the ota detect thread here and it's one of the more clearly-scoped repo tools I've seen launch lately, not trying to boil the ocean. Will definitely check out the relaunch Friday, curious to see what shipped since the first round. Comment from Omri Ben-Shoham(@omri_ben_shoham1): @Adamma appreciate the LinkedIn add, will accept and be there Friday. good to hear the scope stayed ...

... best model changes monthly, and rebuilding your stack every quarter has a real cost. In most platform shifts, the fast follower wins (think Apple). But this shift compounds in a way that previous ones didn't. When a competitor retools around agents, they don't get a one-time productivity bump. Their iteration speed itself changes, so the gap between you and them widens every week you wait. I've felt this firsthand. We're 3 people, and we replaced ... ... forth the old way. And honestly, a year later, the 2-day version already feels slow. The dust never settles, because the thing kicking it up is the thing improving. Waiting for AI to stabilize is waiting for the ocean

... their pains with your product. Hence, once they are your customers- you should be "finding more of these". This is by far the most underrated GTM hack I have come across. There are few lookalike tools you can try- Ocean, Jesse (my product). While using these tools, you should be able to find out why certain new customers were surfaced- what were the logic behind these new suggestions, and then run a focussed outbound/ABM campaign on those list. Comment from ... ... like. The piece that's hard isn't finding lookalikes. It's defining the "alike" axis correctly. Two brands with identical Shopify revenue, traffic, and ad spend can be completely different customers if their creative cycle is 1 week vs

... engineering across multiple industries; healthare, education (Head of Mosalingua development),energy, gaming, entertainment and others, while having spent the last 6 in web3/blockchain space (igaming, dapps, dexes, nfts, wallets, data, privacy), where i worked for some known names like Ocean Protocol. I m currently looking for a fresh and exciting project along these areas (but open to explore others as well). The Tech stack can be pretty much anything. Feel free to check my Linkedin or personal website and connect ...

... more open to nervous-system language now. But differentiation matters because without a clear shift in method, you are just becoming one more app in an already crowded category. Comment from Luigi Fernandez Ortega(@luigi_receiptorai): Check the Blue Ocean Strategy book. For @Receiptor AI , when we started we decided to create a new niche inside an established market (accounting software), connecting directly to market realities and addressing an unresolved pain (manual receipt workflow for bookkeeping and tax returns) with ... ... niche because the problem language already searches itself. category-narrative argument: easier than established-niche because you aren't forced to be "better X" you can be "this thing isn't X at all". google-able examples: figma vs

... model drops, someone's slick Cursor workflow, "10 tools that'll change everything." I open maybe one in twenty. And I still feel behind every single week. Lately I think the problem isn't information, there's an ocean of it. The problem is that almost all of it tells you about AI instead of showing you. A thread describes a workflow. A launch video is scripted so everything works on the first try. None of it shows the real ... ... built-what once a week, not who-recommended-what. that switch cut my ai tool reading by 90 percent and my actual learning went up. Comment from Debra Salt(@debra_salt): I relate to this a lot. The show vs

... generic to actually tailor against meaningfully? That's usually where automated resume tools fall apart in my experience. Will check out the link, sounds genuinely useful for the right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative to LinkedIn you said "Transparency, not hiding" as the positioning is sharp. The whole industry is moving toward pretending AI involvement isn't happening, so calling it out directly and making it a feature instead of a flaw flips ... ... script in a really smart way. Recruiters needing to know what was AI vs

... made the app i wished existed for them. lullogram is a sensory toolkit for overstimulated minds. a few of the things inside: soundscapes you can actually feel. the audio is synced to the haptic engine, so forest rain or ocean waves come through your hands as well as your ears. breathing and grounding for when your nervous system needs a reset: box breathing, 4-7-8, the physiological sigh, body scan, and 5-4-3-2-1. fidget toys ...

... would suggest that Malm is not one of our nicest cities. You should visit us again! Comment from Kim Lindberg(@kim_lindberg_adable): I found the best reset is to get out into nature, be near or on the ocean. It maybe sounds a bit pretentious but I really appreciate just being near water. The archipelago in Sweden is really something, especially in the summer. Comment from Anton Rutkovskyi(@rutkovskyi): This reminds me of a conversation: - How do you relax ... ... rohanrecommends): For me, it's disconnecting for a while from the internet, chanting sacred mantras, going to some sort of place that is closer to the nature or forest and maybe meeting family / friends who really help me recharge versus

... numbers. Candlesticks pointing down. Tables of data. If you opened DeepMarket, you'd see a storm. The surface is churning. Visibility is near zero. The Kraken that's Bitcoin has sunk deeper into its lair on the ocean floor. The Blue Whale (ETH) is drifting slow through dark water. And hundreds of smaller creatures are scattering through the fog. That's what DeepMarket does. It takes ~200 live cryptocurrency assets and transforms them into a real-time 3D underwater world ... ... mapping works: Market cap determines the creature's species (BTC = Kraken, ETH = Blue Whale, meme coins = jellyfish) Price changes move creatures up or down in the water Volume drives swim speed and glow intensity Aggregate volatility controls the ocean

... been working on something for a while and it's finally live on Product Hunt today. DeepMarket is a real-time 3D underwater ocean that visualizes ~200 cryptocurrencies as sea creatures. Bitcoin is a Kraken on the ocean

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures the emotional tone of AI mentions positive, neutral, or negative showing how AI portrays your brand. Together, these four metrics answer the two most fundamental GEO questions: How frequently does AI mention ... ... brand? and In what tone and context is the brand represented? 1.2 Trends and Competitor

... users who create sea route animations told us something simple: Everything looks great but the distance is in km. For ocean routes, nautical miles are the standard. Cruise routes, sailing journeys, ferry crossings, aviation paths they all use NM. So we added it. Now in TravelAnimator you can display route distance in: Kilometers Miles Nautical Miles Switch anytime depending on the journey you re creating. A small feature, but if you're animating ocean

... auth its just device id stored in keychain no accounts needed which keeps onboarding super minimal biggest challenge has been text extraction different sites block scrapers differently. revenucat for subscriptions has been great tbh, saves a ton of time vs rolling your own Comment from nim(@sup_nim): been building a few ios apps under studio.gold three live rn: speakeasy (turns any article url into audio), astrologica (ai personalized daily horoscope podcasts based on ur birth chart), and wordplay (daily ... ... LinkedIn posts in your voice. It's web-based, and I used Next.js, I used Better-Auth for authentication, and I added 3 strategies: email/password, Google OAuth and LinkedIn OAuth. I used PostgreSQL as the database and Polar (Stripe alternative

... apps.apple.com/app/id6758889495 Google Play: https://play.google.com/store/ap... Comment from Mehmet Ali Dengi (@mehmet_ali_dengis): Week 1 update Since launching, here's what changed: New app icon (green gradient feels much more premium) 3 new themes in development (Ocean, Sunset, Amoled) Economy module coming bills, subscriptions, monthly budget tracking Interactive widget redesign planned Also got organic installs from Nigeria No idea how they found it, but love that! Total downloads: 20. Small but real. Building every ...

... export Download palettes as style guides (PDF, CSS, Tailwind config, etc.) Real-time collaboration Let teams edit and comment on shared palettes Plugin/extension Integrate directly into Figma, Adobe Suite, or Chrome DevTools Color naming AI Suggest descriptive names (like Ocean Breeze or Midnight Slate ) for your custom colors But I m most interested in what YOU need. What s missing from your color workflow? What would make Huesnatch your go-to color tool for daily design or development? Drop your ...

... spend 2 hours a day scrolling Reddit. Looking for posts where I could actually help. Most were irrelevant. Some were days old. A few were good but I'd show up too late. It felt like fishing in the ocean with no radar. So I built radar. SnooGrow's AI scans thousands of posts and matches them to what you actually know. Not keyword matching. Actual context understanding. It looks at: Your expertise and product The subreddit's tone ...

... animations, and fun examples (cats, lions, ancient history) that make learning addictive. Perfect for curious minds, students, researchers, multilingual users anyone who wants knowledge without the noise. Screenshots show it all: gradient vibes, Time Machine slider, cat/lion cards, Atlantic Ocean facts, Education Index feed. Be the first to download it on Google Play now. Link: https://play.google.com/store/ap... What do you think? Tried it yet? Drop feedback first 100 users get eternal love from the maker #AISearch #SearchEngine #Knowledge #Multilingual ...

... revolutionary" and "unique" are marketed as that because the founders need to hide behind flashy keywords. But the "boring" ideas are all able to be big fish in small pond, which is better than being a krill in the ocean. Comment from Peter Shu(@peterz_shu): @yan_petrov_vvv Yeah 100% Comment from Mykola Kondratiuk(@mykola_kondratiuk): 100% yes. My most-used product started because my wife and I couldn't decide what to cook for dinner. That ... ... spreadsheet, a whatsapp group, a notebook, something they were actively maintaining before you turned up. education had no workaround, becuase nobody was doing it badly, they just werent doing it. thats the axis id use instead of boring versus