Best of Automation — August 2025

  1. 1
    Article
    Avatar of medium_jsMedium·42w

    Mastering n8n: Step-by-Step Beginner’s Guide

    A comprehensive beginner's guide to n8n, a visual automation platform that connects apps and automates workflows without coding. Covers setup options (cloud vs self-hosted), understanding the workflow canvas, five types of nodes (trigger, action, logic, code, AI agent), testing and debugging strategies, and building modular systems. Introduces agentic workflows that can reason through context and adapt to changing conditions, with practical examples for social media automation, sales research, data analysis, and personal AI assistants.

  2. 2
    Video
    Avatar of bytegradByteGrad·38w

    Next.js + n8n Might Be The Ultimate Combo (+ Self-Host On VPS W/ Coolify!)

    Demonstrates how to integrate Next.js with n8n workflow automation platform to create sophisticated applications without extensive backend coding. Shows building a CSV to JSON converter where Next.js handles the frontend while n8n processes the data transformation through visual workflows. Includes complete deployment setup using Coolify on a VPS, covering both local development and production hosting with custom domains and environment configuration.

  3. 3
    Article
    Avatar of thomasthorntonThomas Thornton·41w

    Docker MCP Toolkit: Hassle-Free Local Agentic AI with MCP Servers

    Docker MCP Toolkit simplifies running Model Context Protocol servers locally, enabling AI agents to interact with APIs, cloud services, and tools without complex configuration. The toolkit provides a Docker Desktop extension with a searchable catalog of MCP servers for GitHub, Jira, Terraform, and more. It offers secure containerized environments, instant connections to AI tools like GitHub Copilot and Claude, and eliminates manual setup overhead for developers building agentic AI workflows.

  4. 4
    Article
    Avatar of medium_jsMedium·40w

    Build Your First Agent in 5 Days

    A practical 5-day guide for building AI agents from scratch, covering essential tools like OpenAI GPTs, n8n for automation, CrewAI for multi-agent systems, Cursor for AI-powered coding, and Streamlit for user interfaces. The guide provides a structured approach with a reusable recipe framework breaking agents into brain, tools, orchestration, interface, and hosting components, plus a complete Python code example for a basic agent implementation.

  5. 5
    Video
    Avatar of hitenshowHiten Shah·42w

    The REAL reason Duolingo users are deleting the app

    Duolingo faced massive user backlash in May 2025 after CEO Luis von Ahn published a memo advocating for full AI automation with the phrase 'humans won't get us there.' While the company had been quietly integrating AI since 2020 and saw stock prices triple, users perceived a drop in content quality and felt the brand lost its personal touch. The crisis escalated when users called new AI-generated content 'AI slop,' leading to viral TikToks, Reddit criticism, and mass app deletions. Duolingo's response included deleting social media content and the CEO later walking back some statements, highlighting the challenge of balancing investor expectations with user experience.

  6. 6
    Article
    Avatar of dailydoseofdsDaily Dose of Data Science | Avi Chawla | Substack·39w

    Build a 100% local MCP Server and Client

    Learn to build a completely local Model Context Protocol (MCP) server and client setup for enterprise-grade AI applications. The tutorial covers creating MCP servers using FastMCP, building secure local clients with mcp-use library, and integrating with Stagehand for browser automation. This approach keeps data on your own servers while enabling AI agents to perform tasks like web scraping and form filling through natural language commands.

  7. 7
    Article
    Avatar of xkcdxkcd·39w

    xkcd: Dual Roomba

    An xkcd comic exploring the humorous concept of dual Roomba robot vacuums, likely highlighting the coordination challenges or unexpected behaviors that arise when multiple autonomous cleaning robots operate in the same space.

  8. 8
    Video
    Avatar of devopstoolboxDevOps Toolbox·39w

    FFmpeg Converts ANYTHING - The Trick Book I Wish I Had

    FFmpeg is a powerful, free, open-source multimedia framework that can handle virtually any media conversion task including creating GIFs, compressing videos, resizing images, extracting audio, screen recording, and device capture. Despite being the engine behind major platforms like YouTube and Netflix, many developers overlook its CLI capabilities due to its overwhelming number of configuration options. The guide demonstrates practical FFmpeg commands for common tasks like video-to-GIF conversion, image resizing, audio extraction, video compression, screen capture, and watermarking, while also showing how to automate these processes using scripting tools.

  9. 9
    Article
    Avatar of frankelA Java geek·39w

    GitHub workflows tips and tricks

    A comprehensive guide covering GitHub workflows best practices, including choosing reliable Actions from the marketplace, pinning dependencies to specific commits for security, utilizing built-in caching features, implementing job summaries for better visibility, understanding workflow lifecycle management, and testing workflows locally using the act tool. The post emphasizes treating GitHub Actions as dependencies requiring careful evaluation and provides practical examples for Java/Maven projects.

  10. 10
    Article
    Avatar of tcTechCrunch·41w

    The backlash against Duolingo going ‘AI-first’ didn’t even matter

    Duolingo's shift to an AI-first strategy, which involved phasing out contract workers and using generative AI to create 148 new language courses, faced significant public backlash on social media. Despite the criticism, the company exceeded quarterly revenue estimates, saw stock prices rise 30%, and expects over $1 billion in revenue this year with 40% growth in daily active users. CEO Luis von Ahn acknowledged the backlash affected growth metrics but emphasized that financial performance remained strong, demonstrating that negative public sentiment didn't translate to business impact.

  11. 11
    Article
    Avatar of ergq3auoeReinier·39w

    Qoder Agentic Coding Platform for Real Software

    Qoder is an AI-powered coding platform that goes beyond basic code completion by using intelligent agents and context engineering to understand entire codebases. It automates complex development workflows, maintains project context, and provides comprehensive AI assistance for software development tasks.

  12. 12
    Video
    Avatar of youtubeYouTube·42w

    n8n Tutorial for Beginners - Build Your First Free AI Agent

    A comprehensive tutorial showing how to build AI agents using n8n workflow automation tool completely for free. Covers setting up n8n with Docker, integrating with Google Gemini AI model, connecting to QuickBooks for invoice data, and creating automated payment reminder emails with human approval workflows through Discord. Demonstrates building an agent that can reason, use tools, and maintain memory to handle overdue invoice management automatically.

  13. 13
    Article
    Avatar of phProduct Hunt·39w

    Oppla AI: Your Full‑Stack AI Product Team

    Oppla AI introduces a full-stack AI product team featuring specialized agents for product management, growth, marketing, UX, and analytics. The platform promises to accelerate product development cycles from discovery to launch, completing weeks of work overnight. It includes an AI IDE designed for contextual building that maintains and grows context throughout the development process.

  14. 14
    Article
    Avatar of decuberssDecube·39w

    Announcing Monitors API: Programmatic Monitoring & Alerts

    Decube has released a new Monitors API that enables programmatic management of data monitors and alerts. The API provides endpoints to search, inspect, control, and trigger monitors on-demand, allowing teams to integrate monitoring into CI/CD pipelines, orchestration workflows, and automated responses. Key features include monitor discovery, configuration retrieval, historical data access, enable/disable functionality, and on-demand triggering. Use cases range from triggering monitors after upstream data changes to temporarily pausing scheduled monitors during maintenance windows.

  15. 15
    Article
    Avatar of dailydoseofdsDaily Dose of Data Science | Avi Chawla | Substack·38w

    ​Build a YC job-finder Agentic workflow​

    Explores building AI agent workflows using Sim, a no-code framework for creating agentic systems. Demonstrates building a YC startup job finder connected to Telegram, while covering the evolution of AI agents from simple LLMs to sophisticated systems with reasoning, memory, and tool usage. Includes a comprehensive crash course covering agent fundamentals, multi-agent systems, memory types, and advanced patterns like ReAct and Planning.

  16. 16
    Video
    Avatar of webdevcodyWeb Dev Cody·40w

    This AI Tool Just Killed Code Reviews

    Claude AI can automate code reviews through GitHub Actions, providing comprehensive feedback on security issues, performance problems, and code quality. The tool creates two workflows: one that automatically reviews pull requests and another that allows developers to tag Claude to fix specific issues. The AI reviewer identifies problems like XSS vulnerabilities, missing sanitization, and performance concerns, then can automatically implement fixes when requested.

  17. 17
    Article
    Avatar of freecodecampfreeCodeCamp·41w

    What WordPress Development Looks Like in the Age of AI

    AI is transforming WordPress development by automating time-consuming tasks like content creation, theme setup, and initial site configuration. Tools like 10Web generate complete WordPress sites in seconds based on simple descriptions, while open source alternatives offer more customization flexibility. This shift allows developers to focus on high-value work like performance optimization and security rather than repetitive setup tasks. For hosting providers, AI-powered WordPress tools reduce customer churn and support tickets by delivering ready-to-use websites instead of blank installations.

  18. 18
    Article
    Avatar of phProduct Hunt·38w

    Technical SEO MCP: Run technical SEO in Claude, Claude Code, Amp, LM Studio …

    Technical SEO MCP is a tool that integrates with Claude Desktop, Claude Code, Amp, and LM Studio to automate technical SEO audits. It performs crawlability checks for search engines and AI assistants, runs PageSpeed Insights and Core Web Vitals analysis, and can process multiple websites simultaneously. The tool aims to reduce manual copy-paste work for SEO consultants and agencies when prospecting clients or auditing websites.

  19. 19
    Article
    Avatar of techleaddigestTech Lead Digest·41w

    AI and the Imminent Death of Capitalism

    Artificial General Intelligence (AGI) and capitalism cannot coexist because successful AGI would make human workers obsolete across all industries. Unlike previous technological advances that created new jobs while eliminating others, AGI threatens to replace humans entirely since it can scale infinitely and work 24/7 without wages. Major tech companies are investing trillions in AI development, potentially creating a 'winner takes all' scenario where only AI companies profit while mass unemployment occurs. The transition could happen rapidly, and governments may be unprepared to handle the economic disruption through solutions like Universal Basic Income.

  20. 20
    Article
    Avatar of collectionsCollections·39w

    Anthropic Introduces Claude AI Agent for Chrome to Enhance Browser Interaction

    Anthropic launched Claude for Chrome, an AI browser extension in limited preview for 1,000 Max subscribers. The extension can autonomously interact with web pages for tasks like scheduling and email management. Security experts identified prompt injection attacks as a major vulnerability, with initial success rates of 23.6% reduced to 11.2% through safety measures. The extension includes site-level permissions, action confirmations, improved system prompts, and content restrictions to enhance security. Anthropic takes a cautious approach compared to competitors, seeking real-world feedback before broader release.

  21. 21
    Article
    Avatar of dailydoseofdsDaily Dose of Data Science | Avi Chawla | Substack·41w

    Building a Browser Automation Agent

    A tutorial demonstrating how to build a browser automation system using a completely local stack. The implementation uses Stagehand for AI-powered browser control, CrewAI for multi-agent orchestration, and Ollama for running local language models. The system consists of three specialized agents: a Planner Agent that creates automation plans, a Browser Automation Agent that executes tasks using Stagehand, and a Response Agent that synthesizes final outputs. The tutorial includes code examples and shows the system successfully automating web navigation tasks like finding GitHub repository contributors.

  22. 22
    Video
    Avatar of webdevcodyWeb Dev Cody·41w

    Claude Code hooks are Officially Awesome

    Claude Code supports custom hooks that can trigger actions when specific events occur, such as when an AI agent finishes processing. The author demonstrates setting up a notification system that generates custom voice messages using OpenAI's API for text generation and ElevenLabs for text-to-speech conversion. The setup involves configuring hooks in a settings.local file, defining event matchers, and running shell scripts that make API calls to create and play audio notifications when coding tasks complete.

  23. 23
    Video
    Avatar of awesome-codingAwesome·41w

    Bash the right way

    Bash scripting fundamentals for developers who want to automate repetitive terminal tasks. Covers basic script creation, practical examples like automating git commits and build processes, and essential best practices including error handling, readable code structure, and knowing when to switch to more powerful languages for complex automation needs.

  24. 24
    Article
    Avatar of elenavernaElena's Growth Scoop·42w

    I want to eliminate my own job

    Growth marketing has become repetitive, with 95% of professionals stuck implementing basic tactics like activation optimization, A/B testing setup, and analytics configuration. AI can now automate these foundational tasks, allowing growth professionals to focus on strategic and creative work. The future lies in AI agents handling Growth 101 fundamentals out-of-the-box, while humans advance to innovative growth strategies and creative campaigns.

  25. 25
    Video
    Avatar of bytegradByteGrad·41w

    Automate Your Blog With n8n AI-Agent + WordPress MCP

    Learn how to automate WordPress blog management using n8n workflows and AI agents powered by the WordPress MCP (Model Context Protocol). The setup allows AI agents to autonomously create, update, and manage WordPress posts without manual dashboard access. The workflow involves connecting an AI agent in n8n to WordPress through MCP, which exposes WordPress functionalities as tools the agent can use. This enables hands-off content management where you can provide natural language prompts and the AI decides which actions to take, making blog automation more sophisticated and easier to implement than traditional deterministic workflows.

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