User contributions for PC

20:5820:58, 29 November 2025 diff hist +9,064 N New Postgres Feature Destroys the Vector Database Hype Created page with "Written by Ark Protocol - Nov 14, 2025 Original, nicely formatted version here (if you are a medium member) https://medium.com/@ArkProtocol1/the-new-postgres-feature-that-just-killed-the-vector-database-hype-cycle-556146ed5961 Your CTO just approved a $50k annual contract for Pinecone. Two weeks later, your intern added vector search to your existing Postgres database in 47 minutes. For free. That sound you hear is the entire vector database market collectively holdi..." current
00:1600:16, 29 November 2025 diff hist +5,048 N 7 AI Process Automation Predictions for 2025 and Beyond Created page with "500px AI automation is transforming industries faster than ever. As we look ahead to 2025 and beyond, here are seven key predictions that will shape the future of AI process automation. These insights will help Operations and Finance Managers in e-commerce, retail, and manufacturing prepare for and use these advancements to stay competitive and grow. Key Insights * Hyperautomation is combining multiple technologies to..." current
00:1500:15, 29 November 2025 diff hist 0 N File:7 AI Process Automation Predictions.jpg No edit summary current
00:1400:14, 29 November 2025 diff hist +6,227 N Stop Guessing in n8n: Use AI to Build Workflows Right Created page with "500px Why Most People Struggle to Use n8n Effectively For many no-code enthusiasts and automation beginners (including me of course), n8n is a dream tool: open-source, infinitely customizable, and backed by an active, supportive community. Compared to alternatives like Zapier or Make, n8n offers far more control and flexibility — especially for technical users who love building workflows from scratch. But there’s a catch. Once y..." current
00:1300:13, 29 November 2025 diff hist 0 N File:Stop Guessing in n8n.jpg No edit summary current
00:1200:12, 29 November 2025 diff hist +8,722 N 5 Python-Powered AI Prompts That Quietly Replace Full-Time Jobs Created page with "500px Photo by Fotis Fotopoulos on Unsplash Most people don’t have time to tinker endlessly with AI, especially when they’re already juggling inboxes, meetings, and a growing pile of half-read productivity books. But here’s the wild part: a few well-placed AI prompts, stitched into Python scripts, can quietly handle hours of work with zero complaints. No burnout. No context switching. No “quick calls.” In this arti..." current
00:1000:10, 29 November 2025 diff hist 0 N File:5 Python-Powered AI Prompts.jpg No edit summary current
00:0900:09, 29 November 2025 diff hist +6,710 N The Python Libraries I Use to Build APIs, Dashboards, and Automation Tools — All Without a Backend Team Created page with "These 11 libraries power 90% of my solo Python projects — from internal APIs to data-driven dashboards and CLI tools that actually do real work. 500px If you’ve ever had to build an API, serve dashboards, automate file processing, and keep everything running on a schedule — all by yourself — you know the pain. I’ve done this for years now, and there’s a core stack I always come back to. These are Python..." current
00:0600:06, 29 November 2025 diff hist 0 N File:The Python Libraries I Use to Build APIs.jpg No edit summary current
00:0500:05, 29 November 2025 diff hist +6,353 N 10 Claude AI Agents That Reduced My API Costs Created page with "500px Discover 10 Claude AI agents that helped slash API costs while boosting efficiency. Learn practical workflows to optimize your AI spend in 2025. Let’s be real: API bills sneak up on you like late-night delivery fees. One day you’re experimenting with a couple of AI calls, the next your finance team is asking why you spent $12,000 last month “just talking to a chatbot.” I’ve been there. That’s why I built a set of Clau..." current
00:0400:04, 29 November 2025 diff hist 0 N File:Claude AI agents.jpg No edit summary current
00:0300:03, 29 November 2025 diff hist +4,314 N 9 AI Hacks That Supercharge Your Daily Routine Created page with "Small automations, big lifestyle upgrades AI isn’t just about building fancy chatbots or solving complex problems in research labs — it’s about simplifying your everyday life. Over the past year, I’ve experimented with dozens of AI-powered workflows to cut down on repetitive tasks. The results? My days feel smoother, lighter, and (honestly) a little unfair. Here are 9 practical AI hacks that help me handle everything from emails to fitness planning. These aren..." current
00:0200:02, 29 November 2025 diff hist +4,549 N The 5 Levels of AI Automation — Which One Is Your Business On? Created page with "Let’s talk about AI automation — not as a magic switch, but as a journey. Because if you’re like most business leaders, you’ve probably heard the hype: “Just plug AI and watch your business transform overnight.” But here’s the truth: that’s not how real growth happens. 500px I see it all the time — founders and corporate innovators get excited about a new AI tool, use it for a few tasks, and then wonder why nothing real..." current
00:0000:00, 29 November 2025 diff hist 0 N File:The 5 levels of AI.jpg No edit summary current

23:5923:59, 28 November 2025 diff hist +7,893 N Why Most Businesses Fail at AI Automation & What the Top 1% Are Doing Differently Created page with "500px Most businesses fail at automation. However, it’s not because AI doesn’t work; it’s because they approach it incorrectly. AI and automation tools are having their “gold rush” moment. Every business, from lean startups to enterprise giants, is striving to automate faster, smarter, and more cost-effectively. Yet if you peek behind the curtain, many of these automation projects quietly fail. Some never get past the..." current
23:5923:59, 28 November 2025 diff hist 0 N File:Why most business fail at ai.jpg No edit summary current
23:5823:58, 28 November 2025 diff hist +8,968 N The Future of Online Forms: AI, Automation, and Zero-Code Control Created page with "From static fields to intelligent workflows — how AI and no-code tools are reshaping digital forms. 500px Ever notice how your forms feel… kinda dumb? Like, you fill out the same info over and over, they break when you need them most, and updating them requires calling your “tech person”. Yeah, we’ve all been there. But here’s the thing — that era is officially O-V-E-R. We’re living in the age where forms actual..." current
23:5623:56, 28 November 2025 diff hist 0 N File:The Future of Online Forms.jpg No edit summary current
23:5623:56, 28 November 2025 diff hist +13,494 N Future of Web Research Services: AI, Automation, and Beyond Created page with "500px The world has truly become digital and online and is utilizing internet capabilities to their maximum. With the significant advantages of digitalization and the maximization of internet use, a fair share of challenges arise for the business world. Today, the entire business landscape relies on online research for gathering information, seeking knowledge, understanding the market, and many more uses. Considering the high..." current
23:5423:54, 28 November 2025 diff hist 0 N File:Future of Web Research Services.jpg No edit summary current
23:5323:53, 28 November 2025 diff hist +5,724 N The 3-Step AI Automation Framework That Saves Me 40+ Hours a Week Created page with "500px Most entrepreneurs are drowning in repetitive tasks that eat up 60% of their day. Email responses, data entry, customer follow-ups, invoice processing — the list never ends. But what if I told you there’s a way to automate not just individual tasks, but entire business processes that talk to each other and make decisions without you? That’s hyperautomation. And it’s not just for Fortune 500 companies anymore. I used to th..." current
23:5323:53, 28 November 2025 diff hist 0 N File:Business runs itself.jpg No edit summary current
23:5123:51, 28 November 2025 diff hist +5,764 N 7 AI Automation Tricks That’ll Save You 20 Hours This Week Created page with "500px Photo by BoliviaInteligente on Unsplash Last week, I tracked every minute I spent on repetitive tasks. The result? A shocking 23 hours of work that could’ve been automated. I’m not talking about some futuristic AI fantasy. I mean real, practical automation you can set up today. Here’s what I discovered after testing dozens of AI tools and workflows. These 7 tricks actually work, and they’ll give y..." current
23:5023:50, 28 November 2025 diff hist 0 N File:7 AI Automation Tricks That’ll Save You.png No edit summary current
23:4923:49, 28 November 2025 diff hist +16,300 N No-Code AI Automation: How Small Businesses Can Transform on a Budget Created page with "500px Today’s no-code AI platforms replace complex coding with intuitive visual interfaces, allowing any small business owner to build powerful automations regardless of their technical background. By 2025, experts predict 70% of new business applications will use low-code or no-code technology. Yet most small business owners I talk to still believe that implementing AI requires either a technical team or a mas..." current
23:4723:47, 28 November 2025 diff hist 0 N File:No-Code AI Automation- How Small Businesses.jpg No edit summary current
23:4623:46, 28 November 2025 diff hist +11,348 N The Future of Work: How AI Automation Is Revolutionizing Business Processes Created page with "500px Artificial Intelligence (AI) automation is no longer a futuristic concept — it is actively reshaping how businesses operate today. For companies aiming to improve efficiency, reduce costs, and stay competitive, partnering with an AI Development Company is becoming essential. AI automation combines intelligent algorithms with automated workflows, enabling businesses to handle complex tasks faster and more accur..." current
23:4423:44, 28 November 2025 diff hist 0 N File:The Future of Work- How AI Automation.jpg No edit summary current
23:4323:43, 28 November 2025 diff hist +10,047 N Why 90% of AI Automation Creators Will Fail in 2025 (And How to Be in the 10%) Created page with "500px The AI automation gold rush is real, but it’s also brutal. For every success story about someone making $10K monthly with ChatGPT and Make, there are dozens of creators burning out, losing money, or abandoning their systems entirely. After eighteen months in this space and hundreds of conversations with fellow creators, I’ve identified the patterns that separate the winners from the casualties. The difference isn’t technical skill..." current
23:4223:42, 28 November 2025 diff hist 0 N File:90% will fail.jpg No edit summary current
23:4123:41, 28 November 2025 diff hist +7,993 N Building Your Own AI Automation Bridge: Setting Up n8n MCP Server with Claude Desktop Created page with "500px A developer guide to connecting n8n workflows with Claude Desktop using Model Context Protocol The integration of AI agents with workflow automation has reached an exciting milestone with the Model Context Protocol (MCP). Today, we’ll walk through setting up n8n as an MCP server, making your automation workflows accessible to Claude Desktop. By the end of this guide, you’ll have Claude executing your custom..." current
23:3923:39, 28 November 2025 diff hist 0 N File:Building Your Own AI Automation Bridge.jpg No edit summary current
23:3923:39, 28 November 2025 diff hist 0 AI Automation Testing in SAFe: More Than Just Regular Automation! No edit summary current
23:3823:38, 28 November 2025 diff hist +4,484 N AI Automation Testing in SAFe: More Than Just Regular Automation! Created page with "500px In the era of modern software development, the Scaled Agile Framework (SAFe) has become a popular framework for managing large-scale projects with an Agile approach. However, as system complexity and product delivery speed increase, the need for AI Automation Testing becomes crucial. Unfortunately, many organizations implementing AI testing are still trapped in the old automation paradigm, as if they are just replacing sc..."
23:3823:38, 28 November 2025 diff hist 0 N File:The main difference.jpg No edit summary current
23:3723:37, 28 November 2025 diff hist 0 N File:AI testing tools that fit the SAFe concept.jpg No edit summary current
23:3623:36, 28 November 2025 diff hist 0 N File:AI Automation Testing in SAFe.jpg No edit summary current
23:3423:34, 28 November 2025 diff hist +8,959 N 7 AI Terms You Need to Know: Agents, RAG, ASI & More Created page with "500px Photo by Jona on Unsplash Let us be honest for a second The world is changing fast. And AI is right at the center of it Every day there is a new AI tool. A new buzzword. A new company promising to “revolutionize the future.” And if you are not deep into the tech world, it can all start to sound like some foreign language I mean really… what is an AI agent supposed to be? And why is everyone suddenly talking about..." current
23:3423:34, 28 November 2025 diff hist 0 N File:7 AI Terms You Need to Know.jpg No edit summary current
23:3323:33, 28 November 2025 diff hist +21,112 N Top 10 AI automation services (in mid-2025) Created page with "500px By mid-2025, companies are investing more and more into AI to slash costs, speed up workflows, and help them make better business decisions. Check this list of 10 most sought-after AI automation services in 2025 (ordered from most to least popular). This will help you better recognize and clarify your needs. AI SOFTWARE DEVELOPMENT (https://www.pragmaticcoders.com/services/ai-software-development-services..." current
23:3223:32, 28 November 2025 diff hist 0 N File:AI integration services- Comparisons.jpg No edit summary current
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29 November 2025

28 November 2025