Best of Automation — July 2025

  1. 1
    Article
    Avatar of java_libhuntAwesome Java Newsletter·44w

    7 Habits That Quietly Made Me a 10x Developer (No, Not ChatGPT)

    Seven productivity habits that can significantly improve developer efficiency: automating repetitive tasks through custom scripts and tools, writing code with future maintainability in mind, documenting debugging processes before starting, building personal productivity tools, timeboxing deep work sessions, studying and adapting workflows from successful projects, and conducting weekly solo retrospectives to identify improvements.

  2. 2
    Video
    Avatar of networkchuckNetworkChuck·45w

    You NEED to Use n8n RIGHT NOW!! (Free, Local, Private)

    n8n is a powerful open-source automation platform that allows users to create workflows connecting various services and APIs. The tutorial demonstrates setting up n8n both locally and in the cloud, creating automated news aggregation workflows that pull from RSS feeds, integrate AI summarization, and send notifications to Discord. Key features include visual workflow building, extensive service integrations, AI agent capabilities with tools and memory, and the ability to execute system commands for home lab automation.

  3. 3
    Article
    Avatar of langchainLangChain·46w

    How to Build an Agent

    A comprehensive framework for building AI agents from concept to production, covering six key steps: defining realistic tasks with concrete examples, creating standard operating procedures, building an MVP with focused prompts, connecting to real data sources, testing and iteration, and deployment with continuous refinement. The guide emphasizes starting small with well-scoped problems, focusing on core LLM reasoning tasks first, and treating deployment as the beginning of iteration rather than the end of development.

  4. 4
    Video
    Avatar of techworldwithnanaTechWorld with Nana·45w

    Bash Scripting Tutorial for Beginners

    A comprehensive beginner's guide to bash scripting that transforms manual command execution into automated scripts. Covers fundamental concepts like variables, arrays, loops, and conditionals through a practical log analysis example. Shows how to create a script that automatically scans log files for errors, generates reports, and provides intelligent alerts when issues exceed thresholds. Demonstrates the progression from basic command execution to advanced automation techniques that save time and ensure consistency in DevOps workflows.

  5. 5
    Article
    Avatar of communityCommunity Picks·47w

    Maestro

    Maestro is an end-to-end testing platform for mobile and web applications that simplifies test creation through visual element inspection and AI assistance. The platform features Maestro Studio for interactive test generation, MaestroGPT for AI-powered command creation, and aims to address the quality control bottleneck in modern software development where AI has accelerated development velocity.

  6. 6
    Article
    Avatar of hnHacker News·43w

    How Anthropic teams use Claude Code

    Anthropic's internal teams across 10 departments share how they use Claude Code to transform their development workflows. Teams report significant productivity gains through automated code generation, debugging assistance, and cross-functional collaboration. Key use cases include infrastructure debugging, test generation, codebase navigation, and enabling non-technical staff to build complex applications. Teams emphasize the importance of detailed documentation, iterative workflows, and treating Claude Code as a collaborative partner rather than a one-shot solution.

  7. 7
    Video
    Avatar of youtubeYouTube·43w

    Claude Engineer is INSANE... Upgrade Your Claude Code Workflow

    Two free tools can significantly enhance Claude Code workflows: Super Claude, a configuration framework that adds 18 structured commands with development personas and flags for different stages of the software development lifecycle, and a web-based GUI that enables browser access to Claude Code from any device on the same network. Super Claude provides pre-built workflows for frontend, backend, security, and architecture tasks, while the web GUI offers cross-device accessibility for remote coding sessions.

  8. 8
    Article
    Avatar of javarevisitedJavarevisited·45w

    8 Best Udemy Courses to Learn n8n for AI Automation and AI Agents in 2025

    A curated list of 8 Udemy courses for learning n8n, an open-source workflow automation platform for building AI agents and automations. The courses cover topics from beginner-friendly AI automation to advanced RAG-based agents, voice AI, and monetizing automation skills. Each course targets different skill levels and use cases, from non-technical users to developers building complex AI agent architectures.

  9. 9
    Article
    Avatar of kodekloudKodeKloud's Squad·43w

    Mastering Linux: 10 Daily Commands You Can’t Ignore

    Essential Linux command-line tips for developers and system administrators, covering command chaining, file operations, automation with cron, shell customization, and safety practices. Includes practical advice on using aliases, history search, terminal editors, and combining commands for efficient workflows.

  10. 10
    Video
    Avatar of youtubeYouTube·46w

    How to Build AI Agents with n8n in 2025! (Full Course)

    A comprehensive tutorial covering how to build AI agents and automations using n8n, a no-code workflow automation platform. The guide starts with fundamental concepts like the difference between agents and automations, explains n8n's node-based system including triggers, actions, utilities, code nodes, and AI components. It walks through creating a practical lead form automation that processes form submissions and sends labeled email notifications based on project budget. The tutorial emphasizes hands-on learning with step-by-step instructions for setting up workflows, configuring nodes, and understanding data flow between components.

  11. 11
    Article
    Avatar of devtoolsDev Tools·43w

    Stop losing sprint time to documentation

    AI Cursor Init is a toolkit that automates documentation generation for software projects. It uses static analysis to create architecture decision records, ER diagrams, and onboarding guides directly from codebases. The tool integrates with Cursor IDE and leverages AI models to produce coherent documentation that can be reviewed and maintained through standard version control workflows.

  12. 12
    Video
    Avatar of youtubeYouTube·43w

    Self-Host Your Own Automation Platform with n8n + Docker

    A comprehensive guide to setting up n8n, a self-hosted automation platform, using Docker Compose on Ubuntu Linux. The tutorial covers installation, configuration with PostgreSQL database, creating workflows that integrate with services like Discord and Google Sheets, and building advanced automations that incorporate local LLM models through Ollama for sentiment analysis. Demonstrates three workflow examples: basic Discord messaging, Google Sheets data processing with loops, and an advanced sentiment analysis pipeline that updates spreadsheet data using AI.

  13. 13
    Article
    Avatar of phProduct Hunt·45w

    Blink: Build any app in seconds with AI

    Blink is an AI-powered app builder that claims to create fully functional applications from ideas in seconds. The platform includes built-in authentication, database, edge functions, AI integrations, and hosting capabilities. It features automatic error correction and bug fixing without manual intervention, positioning itself as the world's fastest AI app development solution.

  14. 14
    Article
    Avatar of ergq3auoeReinier·43w

    Claude-Flow v2.0.0 Alpha: Revolutionary AI Orchestration Platform

    Claude-Flow v2 Alpha is an enterprise-grade AI orchestration platform that combines swarm intelligence, neural pattern recognition, and 87 MCP tools to enable advanced AI-powered development workflows. The platform aims to revolutionize how developers build with AI through sophisticated orchestration capabilities.

  15. 15
    Article
    Avatar of hnHacker News·43w

    Piper - AI Phone Call Agent

    Piper is an AI phone call agent that automates phone calls through a Chrome extension. Users can click any phone number on websites and type their request, while Piper handles the actual conversation, navigating phone menus and completing tasks like booking appointments, canceling subscriptions, or handling customer service issues. Built by former AssemblyAI engineers, it provides live transcripts and status updates during calls.

  16. 16
    Article
    Avatar of hnHacker News·47w

    Anthropic

    Claude Code hooks allow developers to customize and extend Claude's behavior by registering shell commands that execute at specific points in the lifecycle. These hooks provide deterministic control for tasks like automatic code formatting, logging, notifications, and custom permissions. The system supports various hook events (PreToolUse, PostToolUse, Notification, Stop) with configurable matchers and JSON-based input/output. Hooks can integrate with MCP tools and offer both simple exit code and advanced JSON output formats for sophisticated control flow.

  17. 17
    Article
    Avatar of habrhabr·46w

    What Exactly is n8n? Build Powerful Workflows Without Coding

    n8n is an open-source workflow automation tool that enables users to connect apps and automate tasks without coding. The tutorial demonstrates building a daily weather notification system that fetches weather data from an API and sends it to Telegram using a scheduled trigger. n8n offers both cloud-hosted and self-hosted options, features a visual node-based interface, and provides over 2,700 pre-built workflow templates for quick automation setup.

  18. 18
    Article
    Avatar of opensourcesquadOpen Source·43w

    Meet Droidrun- the open source phone agent

    Droidrun is an open-source framework for automating Android app UI workflows beyond traditional testing. It enables programmatic interaction with mobile apps through tapping, swiping, and navigation, designed for developers and AI workflows rather than just QA. The framework runs locally with plans for emulator and cloud support, addressing limitations in existing tools around scalability and integration with modern agent frameworks.

  19. 19
    Article
    Avatar of deepgramDeepgram·45w

    Announcing Deepgram Saga: The Voice OS for Developers

    Deepgram launches Saga, a Voice OS that allows developers to control their entire development workflow through natural speech commands. Saga integrates with existing tools like Cursor, MCP, and Slack, enabling developers to execute tasks across their tech stack without context switching. The platform can transform rough ideas into precise prompts, generate code from plain speech, manage end-to-end workflows, and structure thoughts into documentation. Unlike traditional voice assistants, Saga embeds directly into developer workflows rather than operating as a separate interface.

  20. 20
    Article
    Avatar of phProduct Hunt·44w

    Palmier: Agents that write prod-ready code. Automatically.

    Palmier is an autonomous AI software engineering assistant that automatically handles development tasks like writing code, fixing bugs, reviewing pull requests, and triaging issues. It integrates with GitHub and Slack through event-driven triggers, working asynchronously with full codebase context to reduce manual developer work and accelerate shipping cycles.

  21. 21
    Article
    Avatar of communityCommunity Picks·46w

    bytedance/trae-agent

    Trae Agent is an open-source LLM-powered tool for automating software engineering tasks through natural language commands. It supports multiple LLM providers (OpenAI, Anthropic), offers a CLI interface with interactive mode, and includes built-in tools for file editing, bash execution, and structured problem-solving. The project is in alpha stage and features trajectory recording for debugging, flexible JSON configuration, and plans to migrate to Rust.

  22. 22
    Article
    Avatar of hnHacker News·44w

    Claude Code Unleashed

    A developer shares their experience using Claude Code with background agents through Terragon, a cloud-based service that runs multiple AI coding agents simultaneously. The workflow involves starting tasks on cloud agents for exploration, prototyping, and boilerplate work, while using local development for testing and refinement. Key insights include the value of Claude Max subscription for unlimited usage, the challenges of managing multiple concurrent agents, and how this approach fundamentally changes task breakdown and development priorities.

  23. 23
    Article
    Avatar of planetgolangPlanet Golang·46w

    Reading List

    An automated reading list that aggregates the latest articles from curated technical blogs using GitHub Actions. The list includes recent posts covering Go programming, protobuf tips, database debugging, open source coordination, and various software engineering topics from respected authors in the developer community.

  24. 24
    Article
    Avatar of phProduct Hunt·47w

    GoCodeo: AI Coding Agent

    GoCodeo is a full-stack AI development platform that transforms product requirements into deployable applications directly within your IDE. It features long-term memory capabilities, integrates with over 100 tools through MCP protocol, and supports existing codebases, making it designed for development teams to streamline the process from specifications to deployment.

  25. 25
    Article
    Avatar of phProduct Hunt·45w

    Easy Scribe: Rich documentation from screen recordings

    Easy Scribe is a tool that automatically converts screen recordings into rich documentation, walkthroughs, and guides. It streamlines the documentation creation process by eliminating the need to manually write step-by-step instructions from recorded demonstrations.

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