... three on Friday afternoons, and one on Sunday evenings. Churned users used the product at random times. Now I realize that a weekly cadence might be more important than features at this point, so I'm creating a Friday recap email. Has anyone noticed a hidden pattern in their initial users' behavior? What was it? Did it stand the test of time? Comment from Shinya Hayashi(@shinyahayashi): I built something similar and the random usage folks almost never converted. Your ... ... Friday recap

... Changelog creation from merged PRs. Metrics recap. Screenshots for the App Store. Payment reminders. Email series for onboarding. The problem is the changelog. It is now formally correct and entirely devoid of life. Users stopped reading it and I only found out when the open rate of the release mail decreased by half in four months. I now write them manually again. Twenty minutes each. What I learned from this experience: automate the things whose only requirement is correctness ...

... first habit is padding, and it is free to remove. It turns out, reward gains are largely driven by longer responses, and both major LLM leaderboards had to add length control because their judges preferred longer answers. The openers, recaps and closers are tokens a rater once liked. Nothing downstream depends on them. The second habit is the reasoning paragraph, and it is only free to remove when the model has somewhere else to think. A language model writes ...

... comments. The comments were the best part. A few were sharper than questions we get on sales calls, and two of them are now sitting in our internal notes. Thank you to everyone who took the time! Quick recap for anyone finding this now PaymentKit.com didn t start as a random startup idea. Our parent company runs a portfolio of subscription brands, and for years we kept hitting the same three problems: billing lived in one tool, payments in another ...

... says "Thinking " , because that's what's happening. Not just a local-model problem. Current Anthropic models reason by default, so the wrong label showed up on the default provider too. Both streaming clients report reasoning now. The recap counter no longer freezes at "reading 20/20". It steps aside for "Thinking " the moment the mail is actually read, instead of staring at you until the answer lands. The loading hint no longer beats the thinking one by a single frame ... ... signal. The SSE test harness counts reasoning reports now, so a spurious one can't hide inside the streamed text. 172 tests , green. Verified live against Ollama (cold and warm start) and Anthropic with a real key recap

... Quick context: I run Reporting SaaS, a Shopify app that automatically emails merchants their sales/order/product reports, so they don't have to log into Shopify Analytics manually every week. A couple weeks ago I posted an honest recap on Indie Hackers fixed a bunch of App Store listing issues, built some SEO content, and admitted installs hadn't moved yet. Pretty unglamorous stuff. One comment stuck with me more than the rest. Someone pointed out that most of my feature ... ... curious about from this community: has anyone else had a single outside comment meaningfully change your product direction like this? And on the flip side how do you tell the difference between "this reframe is genuinely right" versus

... Every business I run generates something on a schedule, a weekly summary, a sales recap, an ops checklist nobody asked for but someone still sends. In the beginning I read every line. Now I skim the subject and archive it without opening, because nothing has looked different in months. The part that bothers me is I cannot actually remember the last time I checked whether that assumption was still true. Curious whether you have one of these too, the report ...

... generic "Thinking " couldn't tell a stalled request from a warming-up model. Now, when a custom endpoint goes quiet for 5s, you get an honest heads-up in the composer, thread Q&A, mailbox chat, and recap. Cloud providers never arm the timer. Removing the custom endpoint now clears the model too previously custom_model lingered and silently resurfaced on the next setup. Begone. The composer window finally knows what provider you're using it runs ... ... local models entirely. also genuinely nice to see an outside contributor's PR land cleanly into a 12-locale, 97-test codebase without it turning into a mess - says something good about how approachable the project actually is versus

... your help center Check it out with our own dogfooding example https://docs.moxiedocs.app/ What else has shipped? Webhooks integration - set up any custom webhook endpoint to get alerted when moxie docs finishes indexing, PRs are opened, or Friday Recap is ready for review Slack integration - set up the same alerts and summaries to any Slack workspace Improved UI / UX for pagination, bulk actions, and more Faster loading times app-wide, and an upgrade to our DB and infrastructure to improve ...

... still a bit surreal to see it on the Today tab. Quick recap for anyone who missed the launch (it hit #7 here that day): murmur is a flight simulator for phone calls I built solo: you rehearse the calls you keep putting off - a job interview, calling the doctor, telling your mom you're changing the major - with an AI that talks back and pushes you a bit, and then provides feedback. There is a lot of stuff going ...

... explore region by region. - Personal to-do board: your own private kanban next to the agent boards. Write a task, then hand it to an idle agent with one click and watch it move to Doing. - Session recap: close the app, come back later, and every agent picks up with a summary of where it left off. This works for non-Claude CLIs too. - Live plan sync: when Codex or another CLI drafts a plan, the steps land on your ...

... edition called "Steal your next startup." You can read it here: https://www.producthunt.com/news... But the part that actually got me was seeing real people already using it to find something worth building, which is insanely sick! Quick recap if you are new here: it mines Reddit for the problems people keep running into and turns them into researched ideas, each backed by the original threads, real revenue proof, and a working demo. And over MCP, any idea drops straight ... ... very practical. One question: how do you filter out loud but not valuable problems? Some complaints show up often, but the people complaining may not have urgency or willingness to pay. Curious how much weight you give to frequency vs

... RedisBrowse helps inspect Redis keys and Redis Streams during development, and we plan to continue expanding it with additional functionality over time. We're also planning to release more internal developer tools as open source in the future. Full recap: https://queueforge.dev/blog/reca... ...

... Yesterday we recapped our past 3 months, and I would like to continue in accountability. Whether you have personal goals or business/career goals, write them down in the comments and after a quarter, we will revisit what we have done. (And what we will push into Q4.) :D As for me, here is my scope for the upcoming Q3: Work goals: Primarily focus on building my LinkedIn plugin that helps prevent people from being banned, so: mention it at least ... ... bursts Take marketing as seriously as building. It was my weak side, so more distribution and less hiding in the editor Build in public on X properly, share the real experience (the wins, the boring middle, the competitor

... investors/partners in the database The funnel is probably the most useful part: 272 signups 253 created a company 92 completed onboarding 90 got matched 38 launched outreach 18 paying So here is the honest 40-day post-launch recap: what worked, what went wrong, what surprised us, and what we are changing now. What went right: 1. Launch week actually worked Our proper launch week drove 112 signups, which was around 5x any week before it. Product Hunt helped. Reddit ... ... what exactly makes you pause? That would turn users need more control into a clearer activation diagnosis. Comment from Alper Tayfur(@alpertayfurr): @ivan_sem This is a really useful breakdown because it shows the part most launch recaps

... everyone, Quick recap for new faces: Solarch turns your architecture diagram into a real, type-safe NestJS codebase the diagram is the source of truth, not an afterthought. The whole bet is architecture that's verified, not guessed. This update pushes that bet everywhere you actually work your editor, your terminal, and your AI agent and makes the generated code provably correct, not just plausible. Surgical AI fills bodies, never architecture Solarch builds your scaffold deterministically from the diagram: controllers ... ... must throw, the return type it has to satisfy. You hit Fill, watch it read and grep your actual code, and it writes within the lines. No hallucinated structure, no rewrites of the logic you wrote by hand. VS

... spent time refining the product, discussing design decisions, and planning the next stage of development. Building a product isn't always about shipping. Sometimes it's about making sure the foundation is ready for what's coming next. Read Recap Sunday #3: https://queueforge.dev/blog/reca... ...

... publish sports content regularly - match recaps, weekly digests, tournament coverage - the format you distribute it in may be worth a closer look. Static PDFs have been the default for a long time. They are familiar and easy to produce. But there are a few practical limitations that tend to surface when you are publishing on a fast turnaround schedule and trying to reach an audience that reads mostly on mobile. What an Interactive Digital Magazine Could Offer An interactive digital ...

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... What a day. detectly officially launched on ProductHunt today. Quick recap for anyone just finding this. detectly automatically detects near-miss incidents from dashcam footage. Tailgating, cut-ins, hard braking, pedestrian hazards, lane drift. Every incident gets an annotated clip and every driver gets a risk score. No new hardware needed. I built the whole thing solo over the past few weeks, the ML pipeline, the dashboard, billing, everything. Today s been about getting it in front of as many ... ... tell me what you think. detectly.co.uk Thanks for being part of launch day Comment from Kunal Sharda(@kunalsharda): Congrats, Kieran. Solo across the ML pipeline, dashboard and billing in a few weeks is genuinely impressive. And the reactive-vs

... using promoted options on the platform (where the team can place your banner or list your product among featured launches) contributing to forums under your launch name/brand (for example, @elitza_vasileva shared a really nice launch recap today) social media mentions or "search results" where you include Product Hunt this keyword gets a lot of searches, so if you connect your product with Product Hunt, people can discover you that way too. Lovable did something similar with PPC ads. What ... ... Thanks for highlighting the others. Comment from Mia Qiao(@mia_qiao): The search angle is something most founders completelymiss. Product Hunt has strong domain authorith, so any content associagted with it tends to rank well. Writing a detailed launch recap

... think I'd be ready for launch week chaos. I was not. Vois launched here on March 5. Here's the honest recap. The numbers: 99 upvotes, #13 for the day 116 followers 9 comments on the launch post ~50 downloads in Week 1 First Product Hunt review received What broke: A customer reported that script content disappeared after saving. That's the kind of bug that makes your stomach drop. We diagnosed it, patched it, and shipped v1.0.10 within ...

... Quick honest recap from Okiela s solo founder after going live: Infra held up well: Supabase + Vercel handled close to 20K requests with zero 5xx or DB issues. Launch week saw 192 visitors (mainly Vietnam + US), exploring homepage dashboard login/signup about/contact. Testimonial videos were loaded 5K+ times people actually watched them. At least two real users tried multiple times to upgrade to a paid plan. Every checkout failed because I misconfigured the billing integration. Revenue for day one was exactly ...

... waitlist for StartupTD is officially open! Quick recap: A few days ago I asked what game to build with my PlanetScale credits. After all your amazing suggestions, I landed on something that felt too perfect - a tower defense game about startup survival. What is StartupTD? Defend your startup from waves of enemies using MRR as currency. Classic tower defense mechanics meets indie hacker humor. Your defenses: Tweet Tower - shoots at haters Coffee Station - speeds everything up Content Marketing Cannon ... ... Gateway - converts enemies to customers Product Hunt Nuke - massive damage, long cooldown Your enemies: Haters ("this already exists") Bugs (production down!) Big Tech Clones (unlimited budget) Churn (steals your MRR) AI Replacement ("ChatGPT does this for free") YC-backed Competitor

... they receive from you, and through which channels they receive them. Here's a snapshot of what setting a users preferences looks like using the Trophy Node SDK: const response = await trophy.users.updatePreferences("user-123", { notifications: { achievement_completed: ["email", "push"], recap: ["email"], streak_reminder: [], reactivation: ["push"] } }); Rate limit tiers To ensure fair usage, we've updated Trophy's default rate limiting to use a tier system based on endpoint. No changes are required to any integrations as we've ensured that ... ... here's a few things we have cooking... Points boosts Temporarily modify points logic around key events with no code e.g. "2X points weekend". Aggregated leaderboards Configure leaderboards that create competition between groups of users like "London vs