... channels You can call Alyna , and Alyna can call you (for briefs, reminders, updates, or follow-ups) If you give permission, it can control a browser on your machine (or run tasks in a remote browser) to complete web workflows What it can do (practical examples) Turn a messy thread into: summary + decision needed + suggested reply Do meeting prep : context, risks, agenda, and action items Follow up with people and track open loops (draft-first) Web tasks : research, form-fills ... ... dashboard checks, posting updates, etc. (with approval) Control matters (so it doesn t feel risky) Everything is built around approval-first workflows

... iPhotro v4.0.0 , a free and open-source, local-first photo manager that recently gained a set of advanced color grading tools . This release focuses on giving photographers precise control over color and tone , while keeping a clean, non-destructive workflow and a familiar, macOS-like interface . Color Grading & Tone Control iPhotro now includes a full, professional-style color toolset: Color Curves Master RGB curve plus individual Red, Green, and Blue channels Fine control over shadows, midtones, and highlights Real ... ... neutral gray or skin tones Temperature and tint controls for fine correction All adjustments are non-destructive and stored in sidecar files, so original photos are never modified and edits can be revisited or removed at any time. Workflow

... often struggles with multi-step logic, consistency, or project-level work. AutomatosX changes that.  It adds structured capabilities on top of your AI tools through: Specialized Agents Fullstack, backend, security, devops, and more agents have focused expertise. Reusable Workflows Code review, debugging, implementation, testing which have built-in patterns you can run with a single command. Multi-Model Discussions Ask multiple AIs (Claude, Gemini, Codex, Grok) together and get a consensus result. Governance & Traceability Guard checks, audit trails ... ... your assistant gets smarter over time. Real-Time Dashboard Monitor runs, providers, agent usage, and success metrics via a local UI. Why this matters: AutomatosX focuses on  orchestration , not chat. It plans tasks, routes work through agents and workflows

... image generation has advanced rapidly, yet many tools struggle to move beyond experimentation into daily use. The models are impressive, but the surrounding product experience often creates friction: too many controls, unclear workflows, limited collaboration, and outputs that still require heavy manual cleanup. This post breaks down how an AI Image Generator was built with a different focus: treating AI as a workflow

... been working on a way to move past manual, step-by-step automation building. The new Agent is a fully autonomous builder designed to take a single high-level prompt and turn it into a complete, deterministic workflow - handling all the technical heavy lifting behind the scenes. See it in action here: https://youtu.be/w9sagAhiVYM Here is a quick look at what it brings to the table: One-Prompt Architecture: You provide the goal, and the Agent autonomously builds ... ... entire automation in seconds. It can not only write code, but execute it on your behalf, building a deterministic automation as it works through your workflow

... officially in nominees season for the Orbit Awards: AI Workflow Automation. This category is the how did I ever do this manually corner of AI. The tools that connect the messy middle. They route requests, hand off tasks, chase down follow ups, update systems, and generally keep work moving while you re doing literally anything else. The products in the running are @n8n , @Taskade , @Zapier , @Trace , @Relay.app , @Gumloop , @Lindy , @Wordware , @Airtop . Now we want the stories behind the automations. Which ... ... running your daily ops? Which one replaced a dozen tabs and a recurring headache? What workflow

... Trace tends to show up where workflows get complex. The parts of work that involve reasoning, coordination, and follow ups instead of simple triggers. If you are using Trace, we want to hear how. What kind of workflow

... Gumloop often replaces the custom but fragile scripts people were maintaining themselves. It gives structure to workflows that used to live half in code and half in someone s head. If you are using Gumloop, share what it is doing for you now. What workflow

... often becomes the place where planning turns into action. Tasks, automations, and AI features all living in the same loop instead of scattered across tools. If Taskade is part of how you run work, tell us how. What workflow did you set up that stuck? What changed once it was in place? And if you want to support it, drop a review on the Product Hunt Hub describing how it fits into your day to day. Comment from Christophe ... ... christophe_h): I would have had lot of great thinks to tell about Taskade and all workflows

... Long-time SEO / agency operator turned product builder. After years of running SEO and content teams, we kept running into the same problem: GSC data is critical, but painfully slow to analyze and hard to plug into modern AI workflows. So we built our first product: a Google Search Console MCP (Model Context Protocol) that lets AI tools query, analyze, and reason over GSC data directly instead of exporting CSVs or building one-off scripts. The idea is simple: Make ... ... analysis a 2 5 minute job Let SEOs and content teams ask questions in natural language Fit cleanly into existing AI / agentic workflows

... custom code. I started building a small plugin to simplify this for myself and a few teams I work with. I m early in the process and would really appreciate honest feedback from others who ve dealt with similar workflows. Happy to answer questions or learn how others approach this. Comment from Keyur Patel(@contactform_api): Thanks a lot, @bydelign   really appreciate the insight  You re absolutely right. For agencies, if something looks complex, it immediately feels risky ... ... interface looks complex, they'll assume the integration is complex too. I specialize in making technical tools look simple and 'agency-ready' through design. If you need help with the UI or launch graphics to show off the workflow

... 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 image prompts do you treat them completely differently? I've noticed I was doing the same optimizations over and over (adding role, being more specific, structuring output format), which made me wonder if everyone has their own "prompt formula." Would ... ... love to hear your workflows

... product photography to complex 3D previews without writing a single line of code. This platform is built for those who need to move fast. In the world of eCommerce and digital marketing, time is the most expensive resource. Our workflows allow you to turn manual design tasks into repeatable, autonomous processes. This means you can produce studio-quality content at a fraction of the traditional cost and speed. We are here to help you automate the "messy middle" of your ... ... creative pipeline. To help the Product Hunt community experience the power of autonomous workflows

... deliver better ROI than paid search, which has become increasingly expensive and competitive. Trial Intelligence : We provide behavioral analytics you can't get from your own trial - comparative shopping patterns, feature prioritization across your category, and benchmarking against competitors. Think of us as a qualified pipeline channel, not a marketing expense. Q: How do you solve the cold start problem? Most marketplaces fail because they can't get critical mass on both sides. A: Our go-to-market strategy addresses ... ... trial terms (extended periods, enterprise features) During trial: Guided onboarding paths based on user's stated goals Progress tracking and milestone notifications Comparison tools to evaluate multiple solutions side-by-side Post-trial: Data export and cleanup automation Procurement workflow

... computer reads your 2D floor plan, understands the architecture, generates photorealistic 3D scenes with materials, lighting, and furniture - all automatically. Why this matters        97% time reduction:  40 hours vs. 40 minutes per iteration. That's not incremental, that's transformational.        Design exploration at scale:  Instead of picking one design direction and hoping it's right, architects can explore 10+ variations and make informed decisions ... ... Feedback is faster. Approvals accelerate.        Cost compression:  What used to require a specialist ($150-200/hour, 40 hours = $6,000-8,000) now costs a few hundred dollarsand takes an afternoon. The workflow

... curated collection of reusable n8n workflows designed for SaaS founders, marketers, and developers to automate common growth and ops tasks. Building automation in n8n is powerful, but starting from scratch takes time. getn8ntemplates is a growing library of production-ready n8n workflows

... just wrapped the Orbit Awards for AI Dictation and now we re moving to the next category: AI Automation. This one is for the tools that actually do work for you clearing chores, running workflows in the background, or quietly taking over a chunk of your week without turning into another dashboard you have to babysit. We re digging into the AI Automation category based on traction and reviews, not hype. So we d love your help: Drop your favorite ... ... Australian bank emails, parses them, categorizes spending, and dumps everything into a spreadsheet. Used to take me 2 hours every month, now it just runs. The template library is legitimately good, and when I need something custom, the visual workflow

... spec into Cursor Wednesday: Copy paste into Copilot Thursday: Which spec was I working on again? Your AI has amnesia. Your tokens are gone. Your docs are in Notion. And somehow you're the bridge. That's not a workflow. That's a part-time job. So we fixed it. v1.0.3 . Context Sync now connects directly to Notion. No more copy-paste Olympics. No more token-burning. No more "wait, did I update the Notion doc or just the code ... ... Here's the new workflow

... used to spend hours manually moving data between apps and running repetitive workflows. It felt slow and error-prone. Zapier and Make helped, but complex workflows

... workflow that feels simple on the surface often hides far more than we realize. Once you map it for an AI system, it turns into: multiple branches, layers of dependencies, and assumptions no one knew they were making. AI doesn t create complexity, it exposes the complexity we ve been working around for years. And that visibility is what finally lets teams simplify, streamline, and redesign the flow with intention. If you re curious how we structure agent workflows

... trigger voice input anywhere without switching windows, opening a modal, or copying and pasting. They ve quietly become a new input layer for the computer: faster than typing, more natural than shortcuts, and flexible enough to drive workflows across writing, coding, email, and AI assistants. A (Short) History of This New Wave Voice tools have existed for decades. Dragon, Siri, Google Voice Typing, but they were slow, brittle, and rarely good enough to rely on. The current generation ... ... leap forward because of three things: Speed : modern Whisper-based models + custom inference engines mean near-instant text. Accuracy : context-aware LLMs clean and format speech automatically. Usability : configurable shortcuts, cross-app support, tone shaping, auto-edits, and integrated workflows

... Teams aren t just adding AI into existing workflows. They re reshaping the workflows

... Getting Devs to Change Their Workflow Requires Being 10x Better, Not 2x Better And how Context Sync is building toward that 10x difference Last night, I had what I thought was a billion-dollar idea. You know that universal developer nightmare? Accidentally committing your .env file with all your production secrets to GitHub? The mistake that makes senior engineers go pale and junior developers update their resumes? I wanted to solve it. Permanently. My pitch: "You can finally commit that ... ... idea. When I finally stopped, he hit me with something that made me feel a little dumb, but honestly saved me a whole month or so of wasted effort and completely changed my perspective: "Getting developers to change their workflow

... powered IDE for data work @Rubber Duck reviews your iOS apps before you submit them to the App Store @Haxiom is a collaborative MarkDown editor @Agenta launched an open-source LLMOps platform for building reliable AI apps Claude workflows that work We talked about Anthropic last week, so I enjoyed reading how Viktor optimizes their workflow

... Instead of sending a client a separate video explaining how to use the tool, you can now embed the instructions, disclaimers, and context inside the tool itself. It acts like a built-in "Instruction Manual" that pauses the workflow to ensure your users actually read what they need to know before moving forward. So freaking simple, yet so powerful for client experience! Check out how to add these directly into your flows in this 2-min tutorial: https://youtu.be/rAwcshVJ8lQ ... ... know what you think in the comments! Comment from Abdul Rehman(@abod_rehman): Is it possible to track which instructions clients actually read before moving forward? Comment from Tham (Sylvia) Nguyen(@sylviangth): @abod_rehman  Yes the workflow