... starting to wonder if that model is getting outdated, especially with more AI-powered and compute-heavy tools entering the market. That shift requires real architectural changes, instrumentation, metering, billing logic, and UI changes, not just pricing tweaks. It s something I m starting to seriously think about for my own product. In particular, AI usage has real COGs (every prompt costs money), and I m seeing more platforms experimenting with usage-based models, or hybrids like SaaS base + usage ... ... capacity subscriptions only EX 100+ seats. However a complete per seat structure is not off the table for future integration. In many situations, our view is that the customer can actually get more value from an established seat structure vs

... discovered a clear correlation between organizations that create multi-chart dashboards early on and long-term product usage. It backed its findings up with stats and gave us an actionable product suggestion to tweak our onboarding flow. We ve been getting these messages from the AI every day since June, and we ve simply been implementing any suggestions that seem reasonable. Takes our engineering team a few hours a week and has definitely contributed to our incredible growth. This feels ... ... Product Hunt as Basedash Autopilot . You can try it out today by signing up for Basedash , connecting your business data, and creating a report with Autopilot. We automatically create one for you when you sign up, but you can tweak

... inside any container, without touching CSS. How it works: Select a container Go to Layout Alignment Click one of 9 positions (top-left bottom-right) Your content snaps into place instantly (no "Apply" button) Why it matters: Faster layout tweaks when you're iterating on form UI More consistent spacing/positioning across steps Better responsiveness: aligned content moves naturally when the container resizes Clear mental model: alignment (layout flow) vs

... others approach this. A few questions: 1. Do you save your best prompts somewhere? Notion, text files, dedicated app, or just copy-paste from chat history? 2. How do you iterate? Do you have a systematic approach or just tweak until it works? 3. Different prompts for different models? Or do you use the same prompt for ChatGPT, Claude, Gemini? 4. Text vs

... them, discussing what could be changed. Those people are usually not the ones who have to make the changes and in my experience they usually have very little understanding of the amount of work involved to make those "minor tweaks". But there was also an added layer of joy, because all of this useful feedback was usually spread over a 2 week Whatsapp chat, peppered with multiple different mixes and masters of the same song. After recovering from a bout ... ... also get bandmates to collaborate and put timestamped comments on the waveform, which has saved me from Whatsapp scrolling. There's also a feature on it where you can invite fans, friends, and family to vote on your alternative

... opposite of that. That s where Loki.Build came from. I wanted a tool that lets designers, founders, and marketers move fast generate a studio-grade landing page in hours instead of weeks, keep full control to manually tweak anything they need, and spend more time on ideas rather than endless iterations. And I really believe Loki.Build can become an alternative

... Reactive Resume but lighter and more private. Built it in a weekend with Next.js + Tailwind (full source on GitHub). Now thousands of devs & job seekers are using it to land gigs! Key Features Real-Time Editing: Drag, drop, tweak see changes instantly in a live preview. ATS-Optimized Templates: Clean, scannable layouts that beat applicant tracking systems (no fancy graphics to break parsing). Endless Customization: Pick themes, tweak

... have that vibe  . And that s when the nightmare started. Version one: Not bad, they said, but it s kinda flat. Needs more  pop  . So I open Photoshop, make some layers, mess with the curves, tweak the contrast two hours later, version two is ready. Then they say: Okay, it pops now, but it feels a little hard. Can you make it more premium  ? I swear, I was about to lose it. I m changing fonts ... ... illustrators burnt out by endless revisions, for any creator who just wants to make the thing in their head a reality. It s packed with super-advanced AI editing tools, but it s dead simple to use. Every tweak

... from scratch? We just added a Community Hub where you can clone ready-made apps (Crypto Wallets, E-commerce Stores, Social Feeds) and edit them instantly. Visual Studio: The only AI tool that lets you generate UI and then tweak it visually (padding, colors, text) like Figma. Race Mode: Run Gemini 3.0 Pro vs

... building skills: Creativity & narrative: combining multiple stickers into stories Language development: I ve made her use only English so she s learning how to make clever phrases and sentences like jumping dolphin over a wide river Iteration: tweaking prompts (what she says) when results don t match intent Fine motor skills: coloring and sticker placement Patience and focus: focus on her idea, be patient for the output, and focus again on the coloring For me, language development ... ... teach her some to create an image for Stickerbox makes me really happy to see. It s a rare tech gadget that earns a place in the quiet-time toolkit and actually helps my kid focus. Comparisons & Alternatives

... Product Hunt! I just shipped something that makes SourcePilot different from every other AI writing tool out there. It learns which AI models work best for you. Automatically. No settings to tweak. No preferences to configure. Just use it, and it gets better. The Problem I Solved Here's the thing about AI writing assistants: they're all using different AI models (GPT-4, Claude, Gemini, Mistral, etc.), and each model has its own personality. Some are great at creative ... ... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs

... builder who s spent an unreasonable amount of time getting App Store screenshots approved. Between Figma templates, 3D frames, safe areas, and exact pixel requirements, we kept losing hours to screenshot busywork. Every release, the same story: tweak, re export, get a rejection, tweak

... Folks, I've been glued to this screen for weeks now, tweaking my browser extension so prices on any site get a sneaky popup tag right next to them turning bucks into "How Many Work Hours?" No more fumbling manual inputs; that was fun for five minutes but a total buzzkill in real life. The ride? Nonstop hard-coding headaches wrestling site quirks till my eyes crossed, celebrating tiny "it works!" flashes amid the crashes. Sharing it? Social media felt ... ... with actual "this clicked for me" vibes. Fuel for the fire. v1.2's almost here fingers crossed it sparks the big wave of users and installs I've been dreaming of. For v1.3, what ya got? More languages? Tax tweaks

... summary of what actually worked (and what didn t) Launch-style posts worked surprisingly well We targeted subreddits where our audience hangs out, read every rule, and posted on showcase days. The first posts got crickets , but after tweaking tone to fit each community, engagement picked up fast. Lesson: tone > subreddit size. Honest mentions > cold self-promo When a thread aligned with our product, we shared it openly as part of the Lumi.new team. One short, honest comment ... ... brought in hundreds of visitors. Authenticity really works. Tracking conversations = hidden gold We used keyword alerts (like f5bot) to monitor relevant discussions and competitor

... back 2 3 real matches and explains why using specs, stock, price, and a short review snippet. No cart actions just help deciding. I d love your quick take on three things: Inputs: what would you share up front vs. later? Proof: what seals trust side-by-side compare, why this bullets, review snippet, shipping/returns shown up front? UI: How many options max? I ll reply to every comment today and roll the best tweak

... assistant that lets you build apps & websites just by chatting. We re launching on September 1st Why we built it: Coding should be creative, not repetitive. But too often, we waste hours setting up boilerplate, wiring auth, or tweaking styles. We wanted an assistant that turns your idea into production-ready code fast, simple, and magical. What Lumi does: Natural-language to full-stack app building Generates frontend, auth, and data setup in minutes Live previews while you chat ... ... Workspace to organize and tweak

... color controls let you theme chat bubbles, voice buttons, and highlighted text so your AI feels like part of your brand or matches your mood . Advanced voice mode Standard voice is retired. Paid users unlock near-unlimited speech with tweakable styles; free users gain bonus hours. Works seamlessly in custom GPTs . Gmail and Calendar integration Pro subscribers can link Google accounts so ChatGPT flags unread emails, plans your day, and even nudges you about that dentist appointment you keep postponing ... ... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs

... high-level idea and trusting the AI to fill in the blanks. By early 2023, many of us had adopted this habit. We would describe what we wanted in natural language, get AI-generated code, and then tweak or fix it as needed. We just didn t have a catchy term for it. Now we do, and apparently it s vibe coding. The moment someone slaps a label on something, it becomes real and, inevitably, controversial. In hindsight, the practice ... ... conversation: prompt, get output, run/test, then refine. As one tutorial emphasizes, testing the AI s output is key ( medium.com .) If something is wrong or unclear, you ll catch it early and can ask the AI to fix it or tweak

... world code. Show us how you go from generate a REST API to a deployable service in just a few steps. What to post: Prompt text (copy & paste ready) and its purpose (e.g., Node + Express, React, Python/FastAPI). Key tweaks: how you layered in error handling, authentication, database setup, tests, Docker, CI/CD, etc. Parameter files: JSON/YAML examples you feed in to auto generate endpoints, configs, or components. Bonus points: A single prompt that reads a JSON spec (e.g., service name ... ... endpoints, DB choice) and spins up an entire project. A chain of prompts covering frontend API client backend deployment script. Let s build a lean, battle tested cookbook of prompts anyone can copy, tweak

... sleek the kind of site that just looks amazing, full of cool animations, the works. I thought that was the secret sauce. But then I had a moment that shifted my thinking. Someone pointed out that written instructions or alternative formats are essential for people who can t access certain content types. It made me realize how easy it is to overlook needs different from our own. That sent me down a rabbit hole The core question: Can we build ... ... your style, we make it accessible. Like, have you ever made your site look super aesthetic and then someone s like uhh, I can t read this ? Same. CM-Colors takes your color combos and makes just-enough tweaks

... feature I might need later. Either way, it s this weird loop where I m building more instead of just shipping what I already have. Part of me knows it s ready. But another part keeps convincing me to tweak just a bit more. And then another day slips by. So I figured I d ask: How do you personally decide when it s time to stop building and actually launch? Have you ever regretted shipping too early? Or waiting ... ... that space is part of the job. Then always prioritise what to build next in short sprints (2 weks) and keep focused. Think about what s most valuable to users and the business, then prioritise based on effort vs

... product teams that focus on the agent loop, tool calling, management of context and subagents can move faster and I think that's why Claude Code and Amp have the edge right now with Gemini-CLI also catching up. VS Code forks start with a huge surface area that comes with all kinds of scope creep challenges. This helped Cursor et al to get started and onboard users fast because the user experience is largely backwards compatibility. It meets people ... ... really want to see the diff view as I have developed a healthy distrust of LLMs. So you can do both as Claude Code has a lot of plugins for IDEs: Claude Code for Jetbrains Claude Code for VScode

... laser-focused on making @ReachLLM better every single day. Here s what we ve shipped since that Week 1 post : Here's the summary : User research & feedback loops, iterating only on what real users ask for. Brand Intelligence tweaks: Added Load more for AI SEO keywords & AI prompts. Option to copy the competitor

... everyone I m Adam. I ve been building online for a while, but for years, I was stuck in a loop: Tweaking my landing page Reading another newsletter strategy thread Switching tools again Writing headlines, rewriting them, scrapping everything All in the name of getting ready to publish. But I wasn t publishing. Not consistently. Not with clarity. Just a growing pile of half-finished drafts and abandoned projects. Eventually, I realised: It wasn t a tools problem ... ... discipline problem. So I built some rules for myself: Only 6 content themes 3 blog posts a week, no matter what 1 weekly newsletter No design tweaks

... benefits, need architecture diagram + application scenario examples" Metaphysical Generation (4 minutes) Received 27 pages of first draft surprised - surprisingly automated: Turned technical jargon into visual flowcharts Matched tech blue gradient template But business scenario pages had duplicate content Iterative tweaking (6 minutes) Optimize with built-in instructions: "Compress scenario pages to 3 typical examples, add competitor