#automation
2204 related articles
·4 min
BrowserWing: A Browser Action Recorder That Offers a Pragmatic Approach to AI Web Automation
BrowserWing is an open-source browser action recorder (1300+ GitHub stars) with 78 built-in scripts for GitHub, Bilibili, Zhihu, and more. Record once, run repeatedly, and let AI Agents reliably execute fixed web workflows.
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·3 min
APA: A New Enterprise-Grade Automation Approach Merging Agents with RPA
APA (Agentic Process Automation) merges LLM agents into RPA, supporting natural language, operation manuals, and video recording to generate scripts—paired with financial-grade security and three-layer protection for enterprise automation.
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·3 min
Getting Started with n8n: A Deep Dive into the Open-Source AI Workflow Automation Platform
A comprehensive look at n8n, the open-source workflow automation platform: core features, 500+ node ecosystem, AI Agent and RAG integration, plus a fast learning path.
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·4 min
Testing a Research Automation Agent: Zero-Shot Reproduction of a NeurIPS Paper End-to-End
Testing research automation agent Klaus Goh: full reproduction of IBM's TTM time series paper at NeurIPS—from search to zero-shot inference, 2700+ predictions in 10 seconds, MSE 0.363 beating TimesFM.
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·4 min
Complete Guide to Gesture Control on Huawei Sound X5: From Waving to Switch Songs to Whole-Home Automation
The Huawei Sound X5 is more than a Bluetooth speaker! Learn how to activate wave detection via the Smart Life App for contactless song switching, volume control, AC control, and whole-home automation.
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·4 min
AI Agents Powering the Full Research Pipeline: A Practical Guide to Automation from Topic Selection to Publication
Learn how to use AI Agents to link the entire research pipeline—from literature management, data analysis, and paper writing to scientific illustration and dissemination—building a reusable research automation workflow with NotebookLM, N8N, and Ollama.
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·3 min
GPT-5.6 Released: Sol, Terra, and Luna Reshape AI Programming and Office Automation
OpenAI launches GPT-5.6 with three models — Sol, Terra, and Luna — plus ChatGPT Work, a new desktop app, and Hosted Sites. Codex now autonomously trains models.
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·8 min
GPT-5.6 Hands-On: Farm Automation, Mathematical Breakthroughs, and End-to-End AI Execution
GPT-5.6 (Sol, Terra, Luna) hands-on testing: a Hokkaido farmer controls a greenhouse with AI, a NYC small business builds custom software, and a Polish mathematician breaks a 3-year problem. A deep dive into end-to-end autonomous execution.
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·2 min
Meta Launches Muse Spark 1.1: Targeting Enterprise AI Coding and Agentic Automation
Meta launches Muse Spark 1.1, an AI coding assistant targeting enterprise agentic workloads, automated bug fixing, and large-scale code migration to compete with GitHub Copilot, Cursor, and Claude Code.
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·7 min
21-Day Python Automation Testing Crash Course: A Complete Breakdown of the Three-Stage Learning Path
Learn automation testing from scratch! This article breaks down a three-stage path: Selenium/Appium tools, Requests+PyTest API testing, performance testing and CI/CD, with real projects—build a complete skill set in 21 days.
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·6 min
Playwright E2E Builder: Engineering AI-Driven Web Automation Testing
Playwright E2E Builder is an AI Skill installed in Cursor that transforms UI automation from throwaway scripts into sustainable engineering assets through a four-step workflow, with built-in locator health checks.
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·2 min
Cursor + Mobile App Autotest: Engineering Mobile Automation Testing in Practice
Struggling with mobile automation testing? This article breaks down Cursor + Mobile App Autotest Skill: 8-step workflow, Android/iOS unification, and quality gates to help QA engineers level up.
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·3 min
AI Agent Architecture Decoded: An Engineering Guide from Conversations to Automation
A deep dive into the four-layer engineering design of AI Agents: planning, memory, tool use, API cost optimization, MCP protocol integration, and Skill encapsulation.
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·6 min
Semi-AI Mode: A Practical Guide to Implementing API Automation Testing
Can't make pure AI work? This guide explores the Semi-AI approach to API automation testing, covering key challenges, enterprise framework design, and how AI and frameworks work together for maximum impact.
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·3 min
Building Your Own AI Studio: Full Automation from Code Generation to Deployment
A developer built Manifest Studio to automate the full pipeline from AI code generation to app deployment, using a Skill mechanism for one-sentence publishing.
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·2 min
No-Install Enterprise Agent: A New Approach to AI Workflow Automation and Core Capability Breakdown
A no-install AI Agent with hundreds of enterprise skills is emerging, enabling automatic multi-skill orchestration for complex workflows. Here's a deep breakdown of its three core advantages and key evaluation dimensions for enterprise adoption.
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·3 min
AI Agent vs. Automation Scripts: Goal-Driven vs. Fixed Workflows
AI Agents aren't advanced scripts. Scripts follow fixed instructions; Agents pursue goals, plan dynamically, call tools, and self-correct. A deep dive using Linux ops examples.
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Codex Record & Replay Explained: Turni…
·2 min
Codex Record & Replay Explained: Turning Screen Actions into AI Automation Skills
OpenAI Codex's Record & Replay turns real screen workflows into reusable AI automation skills. A deep dive into how it works, its use cases, limitations, and what it means for AI agents.
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·3 min
VibeFlow: A Practical Deep Dive into Natural Language-Driven CFD/CAE Post-Processing Automation
Explore how VibeFlow uses natural language and AI Agents to automate CFD/CAE post-processing, with demos of velocity contours, pressure isolines, and bending moment calculations.
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·3 min
The Complete Guide to n8n: An Open-Source Automation Platform with 400+ Integrations That Combines Code and Visual Workflows
Deep dive into n8n, the open-source workflow automation platform: 400+ integrations, native AI capabilities, and dual code/visual modes. Covers deployment, AI Agents, community templates, and more.
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