... Terminal or editor-first UI? How do you prefer to work with AI coding agents? Comment from Rivra(@rivra_dev): I used to be an editor person, but I ve found myself using the CLI more as my projects get bigger. Comment from Charl ne(@charlened): IDE for me personally. I still prefer

... context is equal. So we stopped treating it that way. Most AI tools store everything the same: Writing rules Personal background Preferences Temporary notes But a rule like: Use bullet points. shouldn t behave the same as: I run a fintech startup and we've just raise $4m So we rebuilt our context system, to help Pretty Prompt give better results. (Best part, the user owns that context, and can use it across any LLM) Launching today Instructions vs

... started experimenting with is reading books, textbooks, or workbooks early in the morning, before touching my phone or any other electronics. So far, it seems to help improve my focus. How do you balance content consumption (especially digital vs analogue) to avoid shorter attention spans? And do you prefer

... know what is actually connected. Comment from Stan Kolotinskiy(@sk_uxpin): I think that it really depends on whether the person who is building the product is technical or not. As a technical person, I'd rather prefer to have it under my control and split into pieces. In my daily job, I'm just using Claude Code under my tight control and it's proven to work really well. As a rule of thumb, I'm not fond ... ... both stores, paying users, no rewrite needed. Sometimes "good enough" really is. Comment from QIQI(@qiwap): @sk_uxpin  That makes sense, especially from a technical user s perspective. If you already know your stack and have a preferred

... comparing flights across tabs Felt unsure if you re actually getting the best option Wanted a smarter, more intuitive way to search This might be worth trying. #What it does (so far) AI-assisted flight recommendations based on your preferences Cleaner, less cluttered experience compared to traditional booking sites Designed to simplify decision-making, not complicate it #What to expect This is a beta experience things may break or feel incomplete Recommendations are improving continuously Some flows are still being ... ... repetition. Would appreciate a follow (PRODUCT HUNT LAUNCH link in my profile). Comment from George Adriel(@george_adriel): @vishal7017  Great question and you re absolutely right, that distinction changes the experience a lot. Right now, it s primarily prompt + preference

... 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

... curious what languages people actually prefer for serverless workloads today. When you build functions for cron jobs, APIs, background tasks, or AI-related workflows, what do you usually choose first and why? Is it: Node.js for speed of development Python for AI/data tasks Go for performance and simplicity something else I d also love to know what matters most in practice: startup time developer experience ecosystem debugging deployment simplicity performance in production We re thinking a lot about this while ... ... building Inquir Compute , so I d love to hear real preferences

... security. Questions for Users & Contributors 1. Feature Priorities What is the #1 feature you feel is missing from current authenticator apps (like Google Authenticator or Authy)? Is cloud backup/sync a must-have for you, or do you prefer strict offline-only local storage for your 2FA seeds? 2. Workflow & Usability Do you prefer

... groceries, budget, recipes, and schedules into one place, and actually plans your week for you. Here s how it works: Auto-pilot meal planning: Amelna builds your weekly meals based on your schedule, energy level, and your family s preferences (including those I don t feel like cooking days) Smart grocery lists with price guidance: It automatically generates your grocery list based on your meal plan and shows a price range so you know what you re likely to spend ... ... before you get to the store Real-time budget insights: If you re going over budget, it suggests simple swaps (like frozen vs

... everyone While working with Claude Code in VS Code , I ran into a small but frustrating workflow issue. For months I ve been using Antigravity , which allows you to select code and press Ctrl + L to instantly send that snippet as context to the agent. Even better, you can repeat this multiple times in the same message, and the UI provides context chips that let you trace the referenced code easily. However, when I started using the Claude Code VS

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... cite sources Why? AI engines love pulling from clear, organized, authoritative formats. They want answers not fluff. Part 4: How each AI platform differs Not all AI answers are created equal. Here's how the major platforms compare: ChatGPT: Prefers

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... logical identity a user, an agent, an organization, or a device. Every Subject owns its own memories, profile, claims, state, and chat history. Creating a Subject is instant and requires no network call. Memories Memories are facts, preferences, and context extracted from conversations. The SDK can learn memories automatically from chat (learn: true) or you can add them directly via the API. Search is semantic ask in natural language and get the most relevant memories back. Claims Claims are structured ... ... scores. Think of them as a knowledge graph for each user: favorite_color blue (0.95). Claims support history tracking and retraction, so your AI always has the latest truth. Profiles Profiles are structured key-value fields display names, timezones, preferences

... functional level, Limitless enables users to: Browse products across multiple stores and categories Build shopping lists and compare options Choose delivery or in-store pickup at checkout Add custom instructions for fulfillment Track orders live Schedule deliveries within preferred time windows Rate stores and delivery partners From the outset, this Idea Usher review notes that Limitless is not framed as a single-vertical app. It is designed as a local commerce layer that prioritizes convenience through consolidation. The Problem Limitless ... ... internal workflow. That abstraction is critical for scale and repeat usage. App Flow and User Journey The user journey follows a predictable, low-friction path: Typical Flow Open the app Browse categories or search for products Add items from preferred

... launch, so happy to be sharing this with all those that are following along as we build out Trophy into the most flexible and accessible gamification platform there is! Here's what we shipped in Jan: New user preferences API Rate limit tiers New engagement analytics New user preferences

... compute-intensive tools: Are you sticking with SaaS pricing? Have you considered switching to usage-based or hybrid models? Is it helping or hurting conversions? Would love to hear what others are doing and whether you're seeing buyer preferences shift, too. Comment from Jake Friedberg(@jake_friedberg): @luciawantstoknowall  the LTDs are interesting and something I've read, which has varying success. But it sounds like you've implemented this wisely, how is the LTD working ... ... feels like the sweet spot for startups in beta. It builds trust through a predictable subscription while acting as a safety net for the company once tokens are exhausted. I'm curious for those of you who tried hybrid vs

... initial vision and goal was very different and yet to be executed on. What if users owned their memories not just the app owners? Today, every AI product builds its own silo. You tell one app your name, preferences, goals, history and the next app knows nothing. You are forced to re-introduce yourself over and over. Your digital self is fragmented across different tools and apps. We've always operated under this model and we still do today ... ... provider does. Mnexium s long-term vision is to flip the model and give equal opportunity to users as well as app developers. Instead of memory belonging to the app, memory belongs to (YOU) the person . Your preferences

... with 20+ years of marketing, front-end development, and UI/UX design experience and a stint at Indeed.com, Charlie - our data guru who spent 20+ years as a Google engineer, and Kelsey - who built one of the worlds' first preference-based algorithm architecture that drove a website to be one of the highest-traffic web properties on the globe - are building enterN after being in the trenches as someone behind the scenes and as jobseekers. Everyone knows the hiring process ... ... have developed a bias-resistant, resume-free approach to hiring in the early-talent, entry-level, and front-line worker space; aiming to connect this talent with traditionally overlooked SMB employers to create new pathways to employment based on 60+ preference

... couple of years, I ve felt the same frustration a lot of AI builders feel: LLMs are powerful, but they don t really know who they re talking to. Every conversation starts from scratch. Your AI assistant forgets user preferences like please keep answers short , it forgets what you discussed last week, and it can t reliably recall that the person on the other side is an experienced dev at a startup, not a beginner. We have incredible models ... ... another memory layer ? A lot of smart people are already working on AI memory. Projects like Mem0 describe themselves as a universal memory layer for AI agents , focused on storing and retrieving user interactions so assistants can remember preferences

... agent tells you: "Don't add personal info!" "Use responsibly!" "We're not liable!" Cool. Great. Thanks for the warning. But nobody's actually SOLVING the problem. Enter projects like [mem0]( https://github.com/mem0ai/mem0 ) - well-funded, ambitious, collecting your preferences, building databases of what you like and don't like. And look, respect to them. They're doing their thing. **But that's not OUR thing.** We're not trying to collect as much info as possible ... ... building a database of your preferences

... views on their first optimized video because they weren't competing, they were filling a verified gap. Phase 2: Viewer Psychology Mapping Critical Success Factors: Use Channel Insights to decode your specific audience's emotional triggers and content preferences Map viewer journey patterns showing what keeps people watching versus

... Extension and Web App. A new Library UI Switch between Personal, Team, and Public prompts. It works in both the Extension and the Web App, always synced. I'll share more about the Public Library next week! New Language Preferences Choose the output language Pretty Prompt should use when improving prompts (and override the input language). You can also set your default Web App language for a fully localized experience. See here how it works . Here ...

... 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 ... ... blog posts doesn't work for emails. And you know what's annoying? Having to manually test and switch between models to find what works for you. The Solution: LLM Arbitrage I built a system that figures out your preferences

... text or image files (TXT, RTF, PDF, etc.) and share or print reports in just a few clicks. Full Customization Personalize every detail colors, fonts, rounding, number format, date style, and even numeral system (English or Persian). Save your preferences as profiles and load them instantly. Portable & Installation-Free Runs directly from any folder no setup required. Perfect for USB drives or external storage. Crypto-based Activation Unlock all features for as little as $0.01 (USD equivalent) via cryptocurrency ... ... globally accessible no bank account required. Advanced Settings 8 Rounding Methods including Banker s, Standard, Floor, Ceil, and others. Smart Number Grouping automatically inserts commas while typing. Language Options: English & Persian (plus support for custom translations). Visual Preferences

... 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): do you refer to dimension.dev (the makers ... ... Fleet )? looks promising indeed, really eager to give it a spin cc @xtremedevx Comment from fmerian(@fmerian): fully agree, David. @Zed definitely has my preference