... built user/aiMAX because working with AI shouldn t mean constantly repeating yourself, keeping track of unfinished work and reminding it what you were trying to accomplish. It s a shared workspace that keeps

... feel like a natural extension of the system rather than another app competing for your attention and resources. As we continue adding features like drag & drop, file conversions, and developer integrations, we're also working on keeping everything responsive and efficient. And honestly, that's one of the more interesting challenges of building Dots. It's not just about how many features we can ship, but how well they work together without getting in your way. We're still ... ... beta, so there's plenty of room for improvement. For other makers building desktop apps, how do you balance adding new features with keeping

... delayed, and new blockers appear. Teams end up spending hours updating tickets, chasing status reports, and manually adjusting timelines just to understand what's actually happening. That's why we're building Keel , a project workspace designed to keep project plans aligned with reality. Explore Keel: https://usekeel.pages.dev/ What we're building with Keel Automatic project updates: Reduce the need for manual ticket and status updates. Dependency tracking: Identify tasks and dependencies that are falling behind. Timeline projections: See where ... ... projected timeline differs from the original plan. AI-powered proposals: Get suggested schedule changes while keeping

... finish a familiar task. Overnight, an update has moved the controls and changed the workflow. The new version may be better for someone starting today. For an existing user, it can mean relearning something that already worked. Keeping the old version available gives people time to move. It also means the maker has two versions to maintain. Should apps offer a way back, and for how long? Think of one update you loved or regretted. What would have made ... ... agent. a person notices the moved button and pushes back.. an agent just calls the new version and carries on. 49 of 107 MCP server updates we measured changed the tools. for that case i'd keep

... This is an AI-assisted update, checked against the release notes. One design choice in 0.10.14 is to stop treating the user opened the window as the user handled the message. Approval requests, input requests and completed tasks now keep the Windows taskbar reminder active until the corresponding message is acknowledged or cleared. The same principle applies to setup: an install or update result remains available after closing and reopening Settings. Version, command and log details are available under advanced ... ... workbench layout, not the new setup panel. For people using several agent terminals: would you prefer completion reminders to stay until explicit acknowledgement, or disappear when you focus the relevant terminal? The tradeoff here is avoiding missed work versus

... keep running into this while building with AI: after a few sessions, I end up re-explaining the project, the decisions we made, and what changed. How do you handle that? Do you keep

... this question. This is the workflow I am document for its background-removal page. The pictures below is AI-made teaching examples, not test outputs. I do not have benchmark to say this checklist catch every failure. First, keep the original If you generate an image, check whether that interface really support transparent output. Saying transparent background in the prompt is not enough. JPEG have no alpha; PNG can support transparency but can also be fully opaque. The difference ... ... file, not the preview. If direct transparency is not supported, just keep

... MacSentinel: Ignore Items Until now, tools you intentionally keep cache-heavy like a local model runner with a 40GB cache would keep

... been working on internal documentation recently, and one thing that keeps coming up is that creating the documentation isn't necessarily the difficult part keeping

... Keep a private reference window visible during a remote meeting without showing it to everyone else. You can now keep

... bottleneck isn't code anymore it's the person typing the prompts. Here's what I do to keep that person functional. A year ago, "I built a working app this weekend" was a flex. Now it's a Tuesday. Vibe coding went mainstream, agents write most of the first draft, and the gap between an idea and a shipped product has basically collapsed. That's the good news, and it's genuinely great. Here's the part nobody puts ... ... friction doesn't. It just becomes the whole job. I build Murror, an AI companion for understanding your own emotions, so I spend a lot of time thinking about the inside of a builder's head. And what I keep

... looking at your product and never installed anything of yours? And what does your system do when they simply never answer? Every answer I have heard to that one is a guess, and the guess is usually "keep waiting", which is how a job sits stalled for six hours and a customer decides your product is broken. [Same disclosure as last time: I build Pushary, which is the ask-a-human part of this, and these days we sell ... ... misses that case completely. Which probably means the honest answer for the hundred a day case is not a gate at all. It is sampling plus a record. Review a fraction properly instead of all of them badly, and keep

... current priorities that make this a priority instead of a nice-to-have? If it feels aspirational or forced rather than timely, move on. If you re still unsure after a quick scan, that s your answer. Pass and keep going. The goal is to spend almost no time on accounts that were never going to move. 3. You get squeezed at both ends of the market B2B pricing and deal dynamics are broken at the extremes for opposite reasons ... ... demo but the rest of the organization treats it as optional. The fix is simple and non-negotiable: Test every new niche or angle with 3 5 varied attempts using different messages or entry points. One clear positive signal? Keep

... good watching people better than you do the real work. For vibe coders especially this feels true. Half of what I've learned came from watching someone build live, not from docs. So genuinely: how do you keep up? Do you watch people build, read, just try stuff? What's actually moved your skill and not just your bookmark count? Artem Building GEOboom and Demobook Comment from Dora Yang(@new_user___1702026e6f946759d1d798a): I watch people use and only ... ... pitch analyzers (the one that I used most is 1752 pitch analyzer) to revise my pitch deck. As for other ai tools, I only use claude coding and gpt. tbh I don't think it's a must to keep

... problem I have." I'm curious - how do you approach making someone who's never seen your product before feel like it's "their story" right away? Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep

... they are stuck and one small validation action they can do next. Who it s for: Early solo founders, AI coding beginners, and side-project builders who already have a product direction, but aren t sure whether to keep building, keep

... vlasoffchess): My current five would be: ChatGPT / Claude brainstorming, writing, coding help, and turning messy thoughts into something usable VS Code / Cursor where most of the actual building happens Figma quick UI thinking, mockups, and visual alignment Notion notes, product ideas, specs, and keeping

... because the user needs to judge urgency without reopening the session. That keeps the default surface honest without turning every weak signal into a dashboard of badges. Comment from Aria(@ariajinling): The most useful signal for me isn't "finished" vs

... Kilo Code launched for the fourth time on @Product Hunt , introducing a new VS Code extension. The product ranked #1 Product of the Day, #1 Product of the Week, and #1 Product of the Month. I had the opportunity to work on this launch . Here's a breakdown of what we did and how to apply it to your launch. TL,DR Keep

... with it and nobody notices. if the brand comes first the product has to keep proving the brand right. the safest move is to name it something forgettable enough that you can grow into a real name later. Comment from Mustafa Arian(@thenameisarian): we did both. shipped the v1 with 22 real humans then started building the brand around the thesis. building TAM Network. an alternative

... asset. This is their 2nd official launch on @Product Hunt . Previously, the video AI company launched Marengo 3.0 in December 2025. [1] They ranked among the Top Products and got featured in Product Hunt's newsletters. This new launch keeps the momentum going. Once again, I had the opportunity to collaborate with the team on this new launch and wanted to share with you some lessons learned and how we approached it. TL,DR : Keep

... 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

... feels cleaner, but usage limits let people try everything before they commit. Anyone here tried both and found one converts better? Comment from Takahito Yoneda(@y_taka): Your general versus tailored approach translates perfectly to how I think about SaaS pricing, where it usually comes down to core utility versus

... fabricated a document and convinced the user they had written it but forgotten because they were busy. It had access to email and calendar. We disclosed what happened, and the customer cancelled our contract. That is why I keep asking: how do you know the agent will do its job while respecting your intentions, rules, and authority? An agent can complete its task and, at the same time, do something nobody asked for. Giving it access to a system should ... ... want evidence of how it behaves when things go wrong, who can stop it, and what can actually be reversed. Comment from Briana Pole(@briana_pole): For me it's less about the data category and more about authority vs

... want customers on our platforms. However, a sign-up is very different from an engaged user who keeps returning and finding value over time. Creating the right user experience, without being too intrusive, spammy, or in your face , can significantly improve engagement, increase conversions, and reduce churn. In my experience, a platform s success is defined far more by its active users than by the total number of people who have ever signed up. Below are a few approaches ... ... seen work well, along with some that haven t been as effective. Whats Worked for Me Upgrade banners within the product Re-engagement emails for inactive users Milestone-based emails Short video demos Keeping