... When something new contradicts them it gets flagged as a draft rather than silently overwriting what you've confirmed. The memories that have held up over time carry more weight in recall. V2.0.0-rc.3 is live on GitHub right now. Stable drops July 12. https://github.com/rahilp/second... If you've been using v1, this is worth a look before launch. What breaks? What doesn't make sense? Feedback between now and the 12th shapes what ships as stable

... just added a Canary Channel to Everywhere. Canary is a faster-moving pre-release path for users who want to try new features and bug fixes before they reach the stable release. The first Canary build is v0.8.0-canary.20260608.1, and it arrives before the official 0.8.0 stable

... floating overlay  on top of the page. The product swaps layout  without unloading your session  when possible, so your chat and context stay in place. How to choose: Docked:  Best for long sessions. Stable strip beside your tabs, always visible. Floating overlay:  Best when you want  more page width  and only need the assistant on demand. How to switch:  Use the  layout toggle  in the  assistant header  (when ... ... kahana.io/docs/oasis-toolbar-pill  |  https://kahana.io/docs/assistant... Questions we would love your take on: Default layout Should Oasis open  docked  or  floating  for new users? When you switch What tasks push you to overlay vs

... text prompt, preview it, and drop it on your timeline all from one panel. No switching between browser tabs. What's supported: - 9 models across 5 providers Runway Gen-3 Alpha, Pika 1.0, Kling v1.6 Pro, MiniMax Video-01, Stable Video Diffusion, Seedance 2.0, Stable

... founder down. Curious: is your biggest pain right now bug fixing, deployment reliability, or knowing what parts of the product are risky? Comment from Leo(@new_user___1392026195080df5c3e611d): This sounds like the classic gap between working demo and stable product. I d prioritize clean code export, logs, rollback, and a structure a developer can actually debug later tools like @ Autocoder.cc may be worth a look if you want the AI build to be more maintainable from the start. Comment from ... ... someone who knows the system. Comment from Nora Mitchell(@nora_mitchell): Launching is the easy part. Maintaining stability without technical experience is where things get stressful fast. Comment from Ryan Cooper(@ryan_cooper9): The gap between "working demo" and "stable

... created LogicBasis because I needed a way to think without noise. a structure that keeps decisions clean, priorities stable, and complexity manageable. It s not a productivity tool. It s not a note taking app. It s a clarity engine : structured thinking clean decision paths stable

... That s why I built QELLVIS a system layer focused on movement, flow, and stability. It s not automation. It s not workflow software. It s a movement layer : connecting systems keeping processes stable reducing friction enabling flow without chaos I m exploring how movement can be treated as architecture, not as a feature. How do you think system movement should be designed so it stays stable

... Page interaction mode is now available The editor now lets you safely try common interactions such as pagination, tabs, expand/collapse sections, dropdowns, buttons, and links while editing. Experience Improvements - Improved Thinking results for suitable file and image scenarios. - More stable long-image downloads. - More reliable dynamic content editing. - More stable

... built a payment gateway that lets AI agents pay for cloud deployment using stablecoins (USDC/USDT), with no account registration, no API key, and no human in the loop at the point of transaction. The on-chain payment is the access control. The gateway is built on MPP (Machine Payment Protocol) and uses HTTP 402, the "Payment Required" status code that has been in the HTTP spec since 1997 but almost never implemented in practice. Full documentation: https://nodeops.network/createos... ... ... access model. Stripe requires KYC, account approval, and a billing relationship with each vendor. Traditional cloud APIs require registration and API key provisioning. MPP requires none of that. The tradeoff is that you need a crypto wallet funded with stablecoins

... cloud provider Flixty is deployed as a source-based deployment NEXUS AI clones the repo, installs dependencies, and runs node server.js on your chosen provider. GCP Cloud Run is recommended for production: it handles auto-scaling and provides a stable HTTPS URL you can use for OAuth redirect URIs. Provider Notes GCP Cloud Run Serverless, auto-scales to zero AWS ECS Fargate Full AWS ecosystem Azure Container Apps Enterprise & compliance Environments map to: PRODUCTION for live traffic (default), STAGING ... ... handle more concurrent users without redeploying: Copy nexusai_deploy_scale( deploymentId: "7a2c91f0- ", replicas: 3 ) Or via the CLI: bash Copy nexus deploy scale flixty 3 Custom domain Attach a custom domain so your OAuth redirect URIs stay stable

... accounts on platforms like Amazon and Shopee. I ve been researching IP solutions to reduce account association risks, and I m torn between static and dynamic IPs. Here s what I understand so far: Type Pros Cons Static IP Stable, good for long-term account login Easier to be flagged if IP is dirty Dynamic IP Changes frequently, hard to track Might trigger login alerts from platforms For those of you running e-commerce or multi-account operations: Which type ... ... and the platform flag? Any recommended tools or best practices for IP management? For context, I ve been testing a service called Fluxisp that provides residential static IPs. It seems to work decently so far low blocking rate and stable

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... look good. I took that to heart. I tried to stay longer in every role , so I wouldn t seem unreliable, even in underpaid jobs I didn t enjoy. I endured it just to make my CV look stable. In hindsight, it was a little bit stupid. (Sometimes a waste of time.) Eventually, I found myself working on multiple projects at once. In a relatively short time, I gained more diverse, hands-on experience across different areas. That s when ... ... realised my manager valued the traditional path: a stable

... strategy, pitch deck and GTM. And if you've launched here before: I'd genuinely love to hear what moved the needle and what you'd do differently. Every launch story teaches me something. I'm Abhi, founder of Stable corp we help founders/freelancers outside the US set up a US LLC / C Corp, open a real digital banking account, wallet, and invoice clients in stablecoins

... developer with over 7 years of experience delivering projects for global clients through established freelancing platforms such as Upwork and Toptal. I am currently exploring a long-term partnership based in US with a reliable individual to build a stable and scalable freelance business together. The idea is to operate internally as a small software development agency while externally presenting as an individual freelancer an approach many clients prefer for its simplicity and cost transparency. In this structure, you would ... ... execution, and day-to-day development work. Compensation Structure Base Partnership: 20% of monthly development revenue Optional Professional Support: $40/hour for interviews, meetings, and general business support $80/hour for interviews that result in successful client engagement Operational Requirements A stable

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... ensure accuracy. False positives are under 2%. Why not real-time? AI answers shift constantly. Real-time tracking at scale would cost millions and likely get us blocked. Daily updates give the perfect balance: fresh enough to spot trends, stable

... been shipping critical improvements to Okiela s payment flow via Polar (built on Stripe), so that early users can upgrade from Free Pro ($29/mo) smoothly and I can finally see real, healthy cashflow. The backend and Polar integration are stable, but since Feb 27 (VN time) several frontend deploys to Vercel have failed. That means a lot of UX and billing fixes are merged in code, but not yet live. ------------- As a non technical founder, this is a humbling reminder ... ... infrastructure and deployment health are just as important as unit economics and LTV:CAC. For everyone trying Okiela via Product Hunt: The Free tier is live and stable

... Linux?" I took the revenue from that launch, bought a Mac Mini, and coded non-stop. Today, I am excited to announce BrainLoom is fully Cross-Platform. macOS: Native, Notarized, and optimized for Apple Silicon (M-Series). Linux: Stable and tested (shoutout to the community for helping with Docker setups!). v1.0.2: We also rebuilt the PDF engine. It now handles 2,000+ page textbooks without stuttering. The "Bad" News (Pricing Update): Because the product is now stable

... Glad to be here, I'm Adam and I've been working on my first product! I've been crypto-native for a long time and it always made me wonder why merchants didn't accept crypto especially when Stablecoins processed over $8 trillion in transactions in 2024, and that number is growing 50% year-over-year. . After researching into it... Custodial solutions with 3-day holds Complex wallet integrations Gas fees passed to customers I've built Settlr ... ... risk For developers: 3-line SDK integration. For everyone else: create a payment link, share it, get paid. I'm also seeing traction with freelancers in LATAM and Africa who use it to escape PayPal's fees and receive stable

... 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

... Glad to be here, I'm Adam and I've been working on my first product! I've been crypto-native for a long time and it always made me wonder why merchants didn't accept crypto especially when Stablecoins processed over $8 trillion in transactions in 2024, and that number is growing 50% year-over-year. . After researching into it... Custodial solutions with 3-day holds Complex wallet integrations Gas fees passed to customers I've built Settlr ... ... risk For developers: 3-line SDK integration. For everyone else: create a payment link, share it, get paid. I'm also seeing traction with freelancers in LATAM and Africa who use it to escape PayPal's fees and receive stable

... local service to the internet with a single command. It s designed to make quick testing simple, without DevOps setup or unnecessary configuration. Deposure is especially useful for working with APIs, webhooks, dashboards, and IoT projects. You get a stable public URL that doesn t change on reconnects, which makes local development and integration testing much more predictable. Over the past months, we focused heavily on performance and reliability. We ve expanded our global infrastructure across the US, Europe, Asia ... ... Australia to reduce latency and improve connection stability. The CLI client has also been reworked to be lighter and more resilient under real-world conditions. Our goal with Deposure is to provide a clean, developer-first alternative

... clicks and divine intervention just made this happen and if you breathe wrong it's gone. So you hover your finger over Ctrl. Not pressing yet. Just... hovering. Like defusing a bomb. Then, only AFTER your Ctrl finger is stable, do you slowly... carefully... bring down your C finger. Because if you accidentally click ANYTHING - space bar, mouse, look at your keyboard wrong - you're starting over. And tomorrow? Tomorrow you'll do the same dance and click in completely ... ... paste Olympics. No more token-burning. No more "wait, did I update the Notion doc or just the code?" Here's the new workflow: You're in Notion. Your feature spec is there, looking gorgeous as always. You open VS

... moves money directly between bank accounts, it has become one of the most trusted payment methods for small businesses and customers alike. ACH payments were created to replace paper checks, reduce processing time, and offer a more secure alternative. Over the years, the system has evolved to support everything from payroll deposits to subscription billing, vendor payments, and customer transactions. If you ve ever received your salary through direct deposit or paid a bill automatically from your bank account ... ... often delivers payments next-day or even same-day. That makes it ideal for businesses with recurring billing, memberships, or subscription services. Instead of chasing late invoices, companies can set up automatic ACH pulls and keep their cash flow stable

... prototypes) aligned while you build. Curious how you all deal with this: Where does your vibe coding usually lose control? Do you write specs first, or go straight into prompting? What kind of structure would make your builds more stable? Would love to hear your experiences Comment from Start Digital(@startdigital): I run a small AI heavy agency and I see the same pattern every time. Prompts get you moving fast, but the moment a project gets states, branching ... ... building. Lately I flipped the workflow. Before prompting, we define a lightweight structure: core logic, states and transitions, simple PRD. Nothing fancy, just enough to stop the AI from wandering. The output is less magical but far more stable