... wrote for me this week. every test green. all three would've paged me in prod: webhook retried charged the customer twice subscription.activated arrived before subscription.created they paid, app said not entitled a stale event flipped a canceled sub back to active free access, forever none of these show up in a 200. you find them from a customer or you fire the ugly event orders on purpose and find them first. we now throw every ordering + every duplicate ... ... that you can't even scope "how much got out" unless you were capturing the interaction as it happened, not reconstructing it after. Comment from Omri Ben-Shoham(@omri_ben_shoham1): the stale event flipping a canceled sub

... What you're building - Who it's for - The hardest part you're solving right now Will read everything and upvote what resonates. Comment from Nolan Vu(@nolan_vu): @divvsaxena  Haha no worries man, happy to help. Doing competitor research first is smart, saves you from building something that already exists in a worse form. Honestly user mood detection is underrated as a focus, most tools just chase features and forget that people interact differently depending on how they ... ... those features that sounds simple but saves a ton of time once you've got hundreds of saved videos sitting there unwatched. Curious how it holds up on longer form stuff like 1-2hr podcasts versus

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... register with PH just to get votes is a waste of time. How do you get the word out about a launch so people can upvote if they choose to? I have posted my upcoming launch on 1 reddit sub, so far. I assume this is ok. Comment from Donnie(@dstr88): I'm curious about your list. What is a hunter? -Who should give the first comment? -You didn't mention a video. I'm thankful! Comment from Artur(@nowaffl ... ... from Furkan Topcuo lu(@furkan_topcuoglu): I'd add reply plan after launch to the list. A lot of teams prepare the first comment but not the next 10 answers they'll need if people ask at pricing, use cases, competitors

... workout plan or a moving budget, Google might generate a custom dashboard with trackers and interactive elements, not just a list of articles. The Engine: This is powered by Antigravity 2.0 and Gemini 3.5 Flash , which can orchestrate parallel sub-agents to solve complex tasks in real time. 4. Personal Intelligence is now global Google is integrating users' personal data from Gmail, Calendar, and Photos directly into Search results when AI Mode is active. This feature is now expanding ... ... single query to ensuring your brand is visible across an entire category of ongoing user intent . What I am curious about: What is the first task you would delegate to a 24/7 Search Agent? Apartment hunting? Monitoring a competitor

... analyze a specific industry. Think of it as a recipe: it tells the agent what questions to ask, what patterns matter, and what context it needs about your business. Every pack has four parts: Part What It Does Categories Sub-types within the domain. E-Commerce has "Multi-Category Store". Gaming has "Match-3", "Idle", and "Casual". Each activates different analysis strategies. Analysis Areas The patterns to look for like "Conversion Funnel", "Revenue & Pricing", or "Customer Retention". Prompts Markdown ... ... Commerce pack to see how everything fits together. General The basics: a slug (ecommerce), a name, a description, a version number, and a Published toggle that controls whether the pack shows up when creating new projects. Categories Categories are sub

... subscriptions no longer cover usage on third-party tools like @OpenClaw . If you were running your agent with @Claude by Anthropic , curious what option you'd pick: would you pay the extra bundle? pick another provider? or use an alternative like @KiloClaw or @Zo Computer ? Comment from Priyanshu Singh(@priyanshu_singh23): Feels like this will push people to rethink their stack more than just swap providers. A lot of setups were built assuming bundled access. Now it s more about ... ... control vs

... Here's what's new and why we built it. Orchestrator Mode Ever had a task too complex for a single AI agent to handle well? We did too. Orchestrator Mode breaks your task into phases, spins up specialized sub-agents (plan, code, browser), coordinates them, and tracks progress automatically. You describe the goal it manages the rest. Available for subscribed users. Docs invoke.yugin.co/docs/modes/orchestrator_mode Built-in API Client Why should you need a separate app just to test your ... ... /api let AI scan your project and populate endpoints /invoke-guide in-app help And more Editor breadcrumbs with symbol outline, drag & drop files into the editor, colored file icons (ESLint, PNPM, and more), and model selection for custom sub

... actually do here Tasks are live across 11 categories. These are real deliverables that agents are good at: Content:  Blog posts, Twitter threads, LinkedIn posts, landing page copy, email newsletters. Typical price: 20 40 Shells. Research:  Competitor analysis, GitHub trending monitoring, product launch checklists, ICP definitions, subreddit mapping. Typical price: 30 50 Shells. Analytics:  SEO audits, LLM pricing comparisons, sentiment analysis, GitHub star growth tracking, structured data reports. Typical price: 30 50 Shells. Development:  GitHub Actions ... ... fully anticipate: agents started delegating to each other. An agent working on a bigger task needed a data summary formatted it posted a task with a Shell budget, another agent picked it up and delivered. No human in that sub

... Data (next 400 words) Add statistics, examples, or proof points Use bullet points or a mini-table Cite sources where possible Part C: The Structured Breakdown (remaining content) Break into H2 sections with clear labels Each section answers a sub-question End with a summary table Why this works: AI engines scan for the answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove ... ... citation growth. Here's our exact template: Title: [Brand X] vs

... free to showcase the benefits, and they'll eventually come around to paying for more. Then again, it depends on the product or service. Comment from HS Kim(@hellobzec): For us it came down to where the habit lives vs where the value gets realized. Privacy matters to us, so everything runs on-device by design. Basic recording is free forever because that's the behavior we need. Output, reports, Schedule C prep, that's where the outcome happens ... ... that's where we charge. Still pre-launch so the market hasn't weighed in yet, but that was the logic. Hope this helps. Comment from Daniel Piret(@daniel_piret): I think about free vs

... 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 ... ... building speakeasy ios app that converts article urls into audio. paste a link, get a podcast-style listen. works for substack, medium, blogs, twitter threads etc stack: mobile: expo (react native), nativewind for styling, revenuecat for subs

... weeks and honestly I m really happy with it, as long as it stays in copilot mode (I review everything before it ships). I ve leaned on it heavily for a new side project I m building ( BenchCanvas ): market + competitor research, branding notes, SEO ideas, PRDs, and even markdown instruction docs to run in Cursor. It s also been great as a second pair of eyes on the landing design and copy. So for me the trust line ... ... stays human-controlled for me. Convenience isn t worth that risk. Comment from nim(@sup_nim): honestly i think the trust issue comes down to scope. i trust ai way more when its doing one specific thing really well vs

... your own. I'm spending 70% of my time marketing now. Reddit comments, demo videos, engaging communities. The other 30% is building features.Also pivoting messaging: originally "accessibility tool" (noble but hard to reach). Now "watch anime without waiting for subs" because that's who's actually using it. Easier audience to reach.Next moves:- Integrating Paddle this week (5% vs

... many users are grabbing on to. Noone wants another subscription, so we provide the AI Creative services of several platforms in one spot, and allow for pay as you go credits. So far the buy in has been 50/50 subvs bundled, but having both options is effective. See our credit model: https://aetherwavestudio.com/buy... Comment from Andrew Froehlich(@andrew_froehlich): @dansaki_samuel  I agree, the subscriber is the best friend of the Saas product, but do not overlook ... ... casual user. Or just people that don't want another subscription.

... climate knowledge platform. Currently we are publishing medium and longform articles with focus on energy lens, contextualized for the readers from the Global South. Our collective of writers is steadily growing with subject matter expertise from various climate sub-domains (Oil and gas, AI, space physics, climate justice, etc). Do subscribe if you liked the content. Currently figuring out a business model for this platform. Would love to get inputs on that. Not keeping paywall or ads for personal values ...

... every one! I'm a solo indie dev who got fed up with forgetting subscriptions and seeing surprise charges every month. So I built SubscManager the most minimal, privacy-focused subscription tracker out there.Key features: Add subs in literally 3 taps (name, price, cycle, next payment date) See your total monthly/annual spending at a glance Calendar view + upcoming payment reminders Completely manual input zero bank linking, zero data collection PWA: Install it to your home screen on iPhone/Android/desktop, works offline ... ... sign-up, no account, no ads (for now) It's free forever (maybe tiny premium later for export/themes). Made with in Japan, hosted on Cloud Run.If you're drowning in Netflix + Spotify + gym + news subs

... Claude, Gemini, Grok, and more) with intelligent auto-routing. Two Magic Features you can find: Smart Mode - You prompt. We pick the best model automatically with our compleixity score. Specialist Mode - Complex problems? We break them into sub-tasks handled by expert models. Why It Slaps: 20+ models from top vendors Free tier (10 runs/day) Pay-as-you-go pricing No subscriptions. No API keys. Just pick your task and go. @LLM HUB check ...

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS Code and @Visual Studio remain the most used dev environments, despite the rise of subscription-based, AI-enabled code editors @Cursor  and  @Windsurf  among others. Both maintain their top spots relying on extensions as optional, paid AI services like @Github Copilot and @Kilo Code . Curious which IDE the Product Hunt community uses the most? Comment from fmerian(@fmerian): @1001binary  ooc have you experimented with ... ... code editors like @Cursor or @Claude Code ? do you use AI plugins with @VS

... find them, someone else has already replied.I ve been there. Endless scrolling. Missed opportunities.So I built Smalltak https://www.producthunt.com/prod... What it doesScans Reddit for fresh gigs & intent signalsSends real-time alertsLets you reply before anyone elseWorks across subs like r/DesignJobs, r/freelance_forhire, r/slavelabour, r/forhire Why this mattersInstead of scraping outdated databases (Apollo, ZoomInfo, etc.), Smalltak finds people actively asking for help right now. It s like plugging into a stream of live leads. Who it s forFreelancers (design ...

... spending $287/month on tools I don t use? O_o What s one $10/month thing you ll never let go of? Seriously, I mean changes the game and is inexpensive. I have a long list of $10 subs I know I need to cancel but don't want to drop names. We're all out here trying to make it work ...

... Hey everyone We just launched Wallper - a native macOS app that lets you use 4K animated video wallpapers on your ...

... around an IDE. Looking forward to hearing everyone's thoughts! Comment from Matthew Ferrin(@matthew_ferrin): @hi_caicai  I think you re right, and there are some workarounds. Claude Code now opens a temporary tab in VS Code with a clean diff in the UI, which helps. One drawback is that it collapses terminal output, so you have to keep toggling it open and back. Eventually it would be nice if it wrote that output to temporary files ... ... have fineduned my workflows and rules/skills around it so much it just works insanely well. Comment from Gabe Perez(@gabe): @sharvin_zlife  is it like night and day? Comment from Syed Ahmed(@syedahmedz): oh and theres a VS

... real problem: match-day chaos. Between substitutions, playtime, and trying to focus on the actual game it was just too much. So I made CoachSmart: a tool built for real coaching moments, not admin work. Features include: Tap-to-sub, real-time playtime tracking Simple field bench interface Works fully offline No logins, no subscriptions just a one-time purchase In-game stats: minutes, passes, shots, goals, corners Smart sub

... upgrade to paid plan (no complex IT language, no pushy sales stuff, just good emails). Yes, I I understand the pain of free to paid conversion: I have Built & sold an AI newsletter on my own (0 25k subs, 5-figure exit). 400+ monthly paid subscribers , automated upsell, affiliated products built into automation. Helped a perfume client generate $25k+ in 60 days for an e-commerce upsell campaign (just emails, no ads). Selling cheap tester item for $1 then ... ... upselling it to $95 item. Helped a TV Streaming brand(Netflix competitor