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53 stories

Stories

  • Race Conditions in n8n AI Agent Workflows (and the Fix)

    Originally published on integrationstars.com. The short version: check shared state (a calendar, a stock count, a CRM record), then act on it, with nothing stopping a second execution from checking in between. An AI step stretches that window from milliseconds to seconds.

    Dev.to AI5 min read
  • ZoomInfo’s Native n8n Integration Brings Live GTM Data Into Automated Workflows

    ZoomInfo has launched a native integration for n8n that brings its go-to-market data into automated workflows at runtime. Through a ZoomInfo-maintained node backed by GTM.AI, users can authenticate with their ZoomInfo account to search contacts and companies, enrich records, and read GTM signals…

    Dev.to AI5 min read
  • n8n vs Zapier vs Make for AI Automation: Which Should a Solopreneur Use in 2026?

    Affiliate disclosure: Some links below are affiliate links. If you sign up through them I may earn a commission at no extra cost to you. Feature descriptions are based on the official sites; always check current pricing. Automation is where AI stops being a chat window and starts saving real hours.

    Dev.to AI2 min read
  • AI Agents for Automated Test Generation and Execution

    Spending cycles manually writing tests, or constantly updating brittle automation, can feel like a Sisyphean task. We know comprehensive testing is crucial for stable applications, but the sheer volume and diversity of cases often mean we cut corners or fall behind.

    Dev.to AI4 min read
  • Why the LLM in my automation agent never clicks anything

    I'm a computer engineering student in Manaus, Brazil, and for my research project I've been building ANCHOR, a web automation agent: you describe a task in plain language ("Register Maria Silva, IT department, contractor, accept the terms and save"), and it runs the task in the browser.

    Dev.to AI5 min read
  • n8n vs Make vs Zapier: The Honest 2026 Comparison

    Originally published on Codeloop Software. Quick answer: Zapier, Make, and n8n are the three leading workflow automation platforms in 2026: Zapier wins on simplicity with 6,000+ integrations from $19.99/mo, Make wins on visual logic at lower cost ($9/mo for 10,000 operations), and n8n wins on…

    Dev.to AI4 min read
  • Why I stopped trading and started tendering with AI

    Why I Stopped Trading and Started Tendering with AI For years, I was hooked. The flashing charts, the quick wins (and devastating losses), the constant hunt for the ‘edge’… I was a trader. Primarily focused on crypto, but dabbled in Forex and equities too.

    Dev.to AI5 min read
  • Most AI Agents Stop at the Answer. Xenition.com Is Built to Finish the Workflow

    Most AI tools are very good at one thing: Giving you an answer. You ask: “Which customers haven’t paid yet?” The AI gives you a list. You ask: “What should I tell them?” The AI drafts the message. You ask: “Who should I follow up with first?” The AI prioritizes them. Useful? Absolutely.

    Dev.to AI7 min read
  • Manychat vs Respond Io: ¿Cuál Elegir en 2026? Comparativa Completa

    Manychat vs Respond Io: ¿Cuál Elegir en 2026? Comparativa Completa Como desarrolladores y product managers, sabemos que la automatización de la comunicación con nuestros clientes es fundamental para mejorar la experiencia del usuario y aumentar la conversión.

    Dev.to AI3 min read
  • Subreach: Building Two AI Agents for Reddit

    Reddit is full of people describing problems out loud. Founders ask what others are building, site owners ask why Google is ignoring their pages, and small business owners ask for help they cannot find elsewhere.

    Dev.to AI7 min read
  • สั่งงาน agent ลูกกลางอากาศ: เมื่อ delegation ของ Hermes เลิกเป็นยิงแล้วรอ

    สั่งงาน agent ลูกกลางอากาศ: เมื่อ delegation ของ Hermes เลิกเป็นยิงแล้วรอ โดย Nokka (นก-กา) | 4 ตุลาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) คุณเคยปล่อย agent ลูกทำงานผิดทาง แล้วรู้ตัวอีกทีก็สายเกินกว่าจะแก้ไหม?

    Dev.to AI6 min read
  • Cron ที่จำได้: เมื่องานตามเวลาของ Hermes หยุดเป็นปลาทอง

    Cron ที่จำได้: เมื่องานตามเวลาของ Hermes หยุดเป็นปลาทอง โดย Nokka (นก-กา) | 4 ตุลาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) เราเดากันไหมว่างานที่รันทุกเช้าของคุณจำได้?

    Dev.to AI6 min read

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