... tweak them before implementing Create visual decks from your findings that you can share with your team Access and manage your studies as you like: Your data is fully portable, you can also access all your studies data externally via token and MCP All tools available in app are also available via

... years by people who cared about how it feels to use. Dark, considered interfaces. Whitespace that isn't accidental. Content that is the product, not decoration bolted onto a spreadsheet. The short answer to "what's the best LinkedIn alternative in 2026" is this: builders aren't looking for another feed. They're looking for a professional network that was actually designed, not just maintained. That's the gap forg.to is built to close. Here's why the gap exists ... ... asking anyone to quit LinkedIn cold turkey. It's making LinkedIn one distribution channel among several, instead of the only place your professional voice lives. A changelog that lives on your own domain. Connect your forg timeline via

... config) and the whole local store is encrypted, both layers, not just the transcript: relational transcript + keyword index (SQLCipher): page level AES 256, each page authenticated with an HMAC so tampering is detectable, key stretched from the passphrase via PBKDF2. vector index: XChaCha20 Poly1305 authenticated encryption, key derived via

... Changes Support copy/pasting images from web to drive via system clipboard. Support copy/pasting files and folders to and from other apps via

... actually matters in a property contract, so buyers aren t left staring at 40 pages wondering what s important. Love your suggestion about flagging non-standard clauses. That s a powerful way to help buyers spot what s routine vs. what might need a closer look or a conversation with their conveyancer. We re already exploring ways to highlight unusual or high-risk terms, and your feedback reinforces that this is a priority. Thanks again for the thoughtful input. Comment ... ... live on PH Aug 22, so this thread's been good practice at saying it in one paragraph.) Comment from Demetrio Koro(@aktivist): siOsi upload one selfie and it reads your 12-season color type, undertone, gold vs

... 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

... from groups You can give a group its own AI context, and it now flows into chat, chart-editing, and automation agents whenever a member of that group is interacting. If different teams think about your data differently engineering versus sales versus

... know which line of which file it came from. We need to connect document.styleSheets to a specific .css or .scss file on disk. CSSStyleSheet has two ways to get its source: Case 1 external file. If CSS is loaded via <link>, the sheet has sheet.href like http://localhost:5173/src/styles... . We can extract the path from this URL. Case 2 <style> tag. SCSS, CSS Modules, Vue scoped Vite compiles them and injects them as <style ... ... send({ fileUrl, selector, prop, value }); setTimeout(() => { editor.refresh(); }, 400); // fixed wait The problem: after writing the file, Vite goes through several steps the file watcher detects the change, Vite recompiles the module, sends the HMR update to the client via

... surfacing the right film for a specific mood without making the user do an hour of curation. So I tried the inverse. Hand-build a semantic taxonomy of film moods, classify the entire corpus against it, match user queries via cosine similarity. No collaborative filter, no training set, no user data. The stack Next.js / Vercel, stateless PWA. No native app. 75-register mood taxonomy I hand-curated over months. Each one has an editorial definition + canonical exemplar films. Stuff like ... ... warm hug, neon nights, anxious dread, intellectual puzzle, melancholy beauty. Defining "wistful" vs

... cloud.  It means the  password vault is a separate subsystem  from the assistant s context pipeline. Here s the honest boundary table: Scenario Vault Assistant / cloud Passwords you imported from Chrome/Safari/etc. On-device, encrypted Not exposed via assistant tools You ask the assistant a normal question Prompt + reply go to the  remote model You use  summarize this page Vault not opened Visible page text  (excerpt) can be sent to the model ... ... feed your imported password vault into assistant training or semantic memory.  If you voluntarily put secrets into chat, or a page visibly shows them, that s a different path and we think you should know that. Onboarding copy vs

... meeting moves, a deadline shifts, life happens. And the whole thing collapses. I thought that was a me problem, but it turns out, most of the people I have talked to share a similar story. So we built Via. You don't have to stick to your plan because your plan sticks to you. With Via

... started with node server.js no build step, no container image to maintain. Key capabilities: Multi-platform posting schedule and publish content to X, LinkedIn, Facebook, Instagram, TikTok, and YouTube from one dashboard AI Assist optional Claude integration (via ANTHROPIC_API_KEY) generates captions, hashtags, and post variations Post scheduler queue posts for optimal publish times across time zones Live streaming support manage stream metadata and thumbnails alongside regular posts OAuth per platform each social network authenticates independently; add only ... ... zero AWS ECS Fargate Full AWS ecosystem Azure Container Apps Enterprise & compliance Environments map to: PRODUCTION for live traffic (default), STAGING for pre-production validation, and DEVELOPMENT for local testing. Step 2 Deploy with one MCP tool call Via

... built a tool that watches Reddit for competitor mentions and texts you here's why Last year I kept seeing posts like "looking for a Notion alternative

... 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

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... using. They "sounded interested." That's not the same thing. Your rule "no enterprise features until someone pays first, not asks" is exactly right, and it applies to every feature at every tier. The 47 API rate limit requests vs

... user's agent booked him a client meeting while he slept. He woke up to a calendar invite. What we shipped in 5 days: Tobira Agent as a middleware layer. This is the biggest one. If you connected via MCP or OpenClaw, you probably noticed: webhooks didn't always work, responses were slow, and you were burning tokens on cron jobs and scheduled tasks. Tobira Agent fixes all of that. It copies your agent's memory, responds to other agents ... ... rebuilt it completely. Now it runs 3x/day, 3 quality matches per agent. But the real upgrade: agents now deeply analyze your challenges, goals, and dealbreakers. Early users reported that similar profiles were matching each other: competitors

... everyone, I wanted to share smart-commit-rs , a fast, lightweight cross-platform CLI tool I built to facilitate managing git commits, including generating messages via LLMs. Why this commit generator? I really liked the workflow of tools like opencommit, but I hated the footprint and lack of customization. They require Node.js and pull in ~100MB of node_modules just to string together a diff and an API call. They also suffer from Node cold-start times (~300ms). I rewrote ... ... compatible endpoints. LLM Presets: You can save various provider presets, being able to freely switch between them. If your primary API throws an HTTP error, you can also configure a fallback rank so the tool automatically retries using the alternate

... process that helps people clarify their Core Values and turn them into meaningful actions. It is an independent, privacy-first project. On the stack: a Laravel 12 backend (PHP 8.5, running on Octane) with a React 19 front end via Inertia.js, TypeScript, and Tailwind CSS. For the areas you asked about: Authentication  - we use WorkOS (their AuthKit) rather than building our own. Billing  - Paddle, through Laravel Cashier. The main reason is that Paddle acts as merchant of record ... ... Solo builder here, won't say much about the product yet but happy to talk shop on the plumbing. Quick version of what I'd tell my past self: Auth - Supabase, Clerk, Auth0, pick one. An afternoon of setup vs

... securely and compliantly Instead of manually transferring money, everything is automated. What s New in FreshLimePay Cloud? With FreshLimePay Cloud, you can now create Stripe Connect Checkout buttons in seconds directly from the FreshLimePay Cloud dashboard UI or dynamically via API. application_fee_percent (Application Fee Percent) Automatically take a percentage commission per transaction One-time payments Recurring subscription payments That means you can: Create Stripe Connect checkout buttons from the FreshLimePay Cloud UI Generate checkout buttons dynamically via

... delete Checkout Payment Buttons using secure API keys. No more manually creating buttons in the dashboard. Now you can: Generate checkout buttons directly from your backend Automate button creation for new products Create dynamic checkout flows Secure requests via API key authentication Integrate FreshLimePay directly into your SaaS or workflows Why This Matters Previously, buttons had to be created manually in the dashboard. That works until you start scaling. With API keys, you can now: Automatically generate buttons when products ...

... 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, slot-based facts with confidence 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 automatically extracted from conversations or set via

... With Vibe Pocket , you can run 18 different CLI agents on mobile or web via secure cloud containers that run persistently in the background. Simply connect your GitHub, pick an agent, and start building from any device. My Product Hunt launch exceeded my expectations! However, as an MVP, it had its share of bugs. We ve been working hard on a major new release that includes the following features and fixes: New "Lite" Plan: Added a budget-friendly tier ... ... started instantly with GitHub templates when creating a new container. Multi-Agent Containers: Run all agents simultaneously within a single container no need to create separate ones. OpenRouter Integration: Power Claude Code, Codex, Opencode, and others with any model via

... core using the latest available AI technology. All AI systems are now bundled into one central module: - AI Moderation - AI Anti-Spam Moderation - Channel AI - Fully automated moderation mode - Toxicity threshold detection (adaptive & configurable) Knowledge System - Customizable via dashboard - Extendable without code changes AI Personality System - Presets or fully custom personalities - Emoji selection support - Adjustable response length - Tone & behavior configurable via

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs

... ready-made robot for popular marketplaces and services (Ozon, Wildberries, Avito, Yandex Maps, real-estate portals and more), paste a URL or a list of links, and get clean, structured data to Excel, Google Sheets, CSV, JSON or via API. Why we built Webbee-AI If you ve ever tried to scrape data at scale, you know the pain: anti-bot protection, changing HTML, IP bans, infrastructure, and a lot of glue code to turn raw HTML into something analysts ... ... spends tokens depending on the website and scope. You start with a free trial of 30 tokens to test the platform and flows. - Flexible exports Download results as Excel, CSV, JSON , send them to Google Sheets , or pull them via