... raha tha, why are you calling me?" We assumed language handling was a detection problem. It turned out to be about six separate problems, and we found them one at a time, in production. 1. Detecting a language switch without flip-flopping A caller says one English word and the bot jumps languages. We settled on a heuristic switch

... English can all show up in one call. Bengaluru adds Kannada, Hyderabad adds Telugu, Kolkata adds Bengali. This was one of our biggest challenges with voice agents at UnleashX. What worked: let the agent follow the caller. If they switch, it switches

... everyone, Ashish here from Atlaso. This week GitHub shipped Copilot Fusion, which routes one coding task across several models and lets a second model critique the first. Gemini 4 Carbon is also near the top of Product Hunt today. Switching models is quickly becoming the default. What doesn't switch

... example, Hindi and English, in the same call. Voice agents often get stuck in one language or flip back and forth between languages. Our agents follow the caller. If someone says "let's speak in English", if the speaker switches languages, the agent switches

... generous free forever plan for over a year hoping users would naturally upgrade as they grew. Most stayed on the free tier forever and treated us like a free utility. Last month, we killed the freemium plan and switched to a strict 14-day free trial. Sign ups dropped slightly, but our paid conversion rate doubled almost immediately. Did freemium work as a growth engine for you, or did it just cannibalize your revenue? Comment from George Basov(@gbasovv ...

... task manager for almost three years. It works fine, but every time a new launch shows up here with a cleaner design or smarter features, I wonder if I m just stuck in a habit. Last month I tried switching to a newer app for a week. It looked better, but I spent more time moving my tasks and learning shortcuts than actually getting things done, so I went back to my old one. It made me wonder if loyalty ... ... tool is a smart choice or just a fear of the switching

... everyone, I'm Seiya. I started building Snapset because I kept running into the same frustration with my Mac. At home, I use an ultrawide display. At my office, a Studio Display. At caf s, just my MacBook. Whenever I switched between setups, windows would end up scattered around, on the wrong display, or at the wrong size. I'd have to rearrange everything manually. Do you ever get annoyed when your Mac windows get messed up after switching

... think it looks better, move everything over, spend time learning it... and then end up back on the old app a couple of weeks later. But then there are other apps I've complained about forever without replacing because switching feels like too much work. So what's the thing that finally makes you switch

... Everyone talks about which tool they're using right now. Fewer people talk about the tool they left and why. I switched from Bolt to Cursor halfway through a project a few months ago, not because of a big feature gap, but because of something small: Bolt kept losing context after a few file edits and I'd have to re-explain the whole architecture every session. It wasn't a benchmark loss, it was a patience loss. That ... ... kind of thing that never shows up in comparison posts. Nobody writes "Tool A has 12% worse long-context memory," they just quietly open a new tab and start using Tool B. So, curious about real switches

... legacy "Block AI bots" switch is deprecated on 15 September, and mixed-purpose crawlers get folded into it. Googlebot, Applebot and BingBot are in scope. Opting out is one click and the window is 25 days. Sometime in the last two years a lot of us flipped a switch

... been building ProductBridge as an AI-native alternative to traditional customer-feedback tools. But we don t want polite founder feedback. We want to understand what would genuinely make a team abandon its existing feedback platform and move somewhere else. Would it be: Predictable pricing without tracked-user limits? One-click migration of existing posts, votes and users? AI that collects feedback from Slack, Intercom, Zendesk, app-store reviews and other channels? Automatic duplicate detection and merging? Feedback, roadmap, changelog ... ... surveys, help center and support inbox in one place? Or simply a cleaner product that your team will actually use? ProductBridge already does many of these things. But features alone don t make companies switch

... built CodexControl after using multiple Codex accounts and realizing that switch the auth file is not enough for a reliable desktop workflow. The app is local-first and focuses on two jobs: showing live quota state for each account switching

... analytics? A cleaner design? Or something we still haven't thought about? YourSitee already lets you build with 20+ widgets, import an existing Linktree page with AI, and see what people click. But features alone don't make people switch. What would need to be true for you to move your own page? I'll be here replying to every answer, including the harsh ones :) We're incredibly excited to be live on Product Hunt today, and even more excited ... ... questions, and criticism :) Comment from Andras Czeizel(@andrasczeizel): @anointed00  you can reach me anytime on X or by email (both available on my PH account) Comment from Hossein Yazdi(@hosseinyazdi): Firstly, huge congrats on your launch!! For me, switching

... been thinking about a productivity app and I'm curious if it's something other people would actually find useful. One thing that slows me down every day is context switching. I work on multiple projects, and I'm constantly jumping between Finder, browsers, terminal windows, documentation, Slack, emails, and a bunch of web apps. Individually, none of these actions take long, but after doing them hundreds of times a day, it adds up. I started wondering: what if your ... ... currently working on. Click it, and everything is there: folders, files, repositories, documentation, terminal commands, apps, websites, essentially your entire workspace in one place. Instead of hunting through Finder or your browser, you can open what you need or switch

... Been meaning to do this properly instead of just going off gut feeling every time my usage bar turns orange. Pulled together what I could find from benchmarks and my own week of switching between tools, and a few things genuinely surprised me. The efficiency numbers aren't close, and not in the direction I expected. One widely cited test had Claude Code completing an identical multi-file feature task using around 33,000 tokens with zero errors , while Cursor ... ... fact that a "cheap" run that needs 3 follow-up prompts to actually work isn't actually cheap. Curious what people here are actually measuring, and whether you've settled on one agent or are still task-switching

... 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 education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... hero section now looked clean and balanced on every screen size I tested. --- Day 5: Adding a Smooth Theme Toggle with Local Storage By Day 5, I wanted to improve the user experience. The template had a built-in switch that let users swap between dark and light modes. However, the transition was incredibly sudden. When you clicked the button, the screen instantly flashed from bright white to dark gray. It was harsh on the eyes. I wanted to make ... ... wrote a small CSS snippet to transition the background colors and text colors over a short duration when the theme changed. I also realized the template did not remember the user's choice. If a visitor preferred light mode, switched

... part people underestimate the most in this thread. Getting pinged the moment an agent needs you handles the physical problem of finding the right pane. The harder problem is reloading what you were actually thinking before you switched away, and that cognitive reconstruction tax seems to be the real bottleneck here. Curious whether anyone's found something that actually shortens that part rather than just alerting faster. Comment from Alex Gidirim(@alex_gidirim): @hellokidder01  The task-summary idea ... ... quick fix worth trying. The slower piece is reconstructing your own reasoning from before you switched

... past few months I've been juggling three AI coding agents Claude Code for architecture, Codex for implementation, GLM for review. The pain wasn't any single one of them. It was the switching cost. Every time I switched

... founder of Chenox. I'm building Chenox to be the workspace I wish existed one place where you can think, create, and get things done without switching apps every 5 minutes. Right now I'm working on bringing together AI, notes, documents, media, widgets, calendars, and automations into a single, fast workspace. The idea is simple: everything you use to work and create should be connected, so you can stay in flow. We're focused on making it powerful ... ... still affordable. Premium will be capped at $8/month, and we're launching promos like 3 months for $3 so more people can access it. Chenox isn't just another productivity app. It's about reducing clutter, cutting down context switching

... hosts your links, counts the taps, and that's it. You can get a thousand visits and walk away with a number, not one name you can actually follow up with. That bugged me enough that we built the alternative. BioLeads is a bio page that asks the visitor who they are name, contact, what they want and captures them as a lead the moment they submit, with analytics showing where each one came from. Capture-first instead of click ... ... wave around which is exactly why I'm posting here for feedback instead of a launch banner. The genuine questions for this community: - If you run a personal site or bio link today, would lead capture actually make you switch

... does gmail still hold 80% of market share? Compare this to the Ai/LLM market, where no single company holds more than a quater of the market. I think the reason might be to do with the "emotion cost of switching". Why do you think this is? Comment from Peter Shu(@peterz_shu): As we all know, email is a highly standardized and core task. And when those "oh super revolutionary inbox" comes around, sure, it is new and refreshing ... ... core experience of opening inbox, drafting, and interacting with ai, as close as possible to your real routine - how you use gmail, how you use claude, etc... All in the hopes of not upsetting the emotional cost of switching

... tools. Comment from Ekin Tuna(@ekin_tuna): @busmark_w_nika  I was using ChatGPT earlier, but Claude's performance was just clearly better with Opus 4.8. Switched and haven't looked back since. Nowadays, I see Kimi 3 being a worthy competitor

... observability platform for LangChain, CrewAI, AutoGen, and custom autonomous AI agent fleets. Stop expensive runaway agents before they burn your credits. Key Features Live LLM entropy & integrity scoring (detects hallucinations and drift in real time) Smart auto kill-switches (70% warning 85% auto-kill threshold) Atomic fleet-wide "KILL ALL" with proper transaction safety Rich alerts feed: Jailbreaks, Cost Spikes, Tool Misuse, Tone & Toxicity, Drift . Execution Trace Explorer with latency breakdowns Configurable policy engine (Anti-Jailbreak Basic/Aggressive, Cost ... ... production or heavy-testing autonomous agents who want reliability and cost protection. Currently in closed beta with active development based on real user feedback. Artificial Intelligence, Developer Tools, SaaS Comment from Zain Dana Harper(@harperz9): Useful direction. For kill-switch

... ever tempts you to sit and watch it, I built the wrong thing. And your capability-versus-visibility framing is the correct diagnosis, by the way. The models stopped being the bottleneck months ago. The human's perception bandwidth is the constraint now, and context switching