#agent automation
1916 related articles
·1 min
Caddi: Record Your Screen Once to Create an AI Agent — A New Paradigm for Back-Office Automation
Caddi lets users record a narrated screenshare to auto-generate production-grade AI agents, combining AI reasoning with deterministic execution for reliable back-office automation.
Read more →
·3 min
Trama: An AI Agent Tool That Creates Native Mac Automations Using Natural Language
Trama is a macOS native automation tool that creates workflows from natural language. Supports AppleScript, Shell, OCR, screen awareness, and integrates Claude, GPT and more models via BYOK.
Read more →
·3 min
The Complete Guide to agent-browser: The Ultimate Tool for AI-Powered Browser Automation
Deep dive into Vercel Labs' agent-browser tool. Its REF element reference mechanism lets Claude Code automate web operations, form filling, login testing, and data collection with 10x efficiency gains and 92% success rate.
Read more →
·3 min
AI Is Reshaping Software Testing: A Practical Guide from Manual Test Cases to Agent-Driven Automation
Learn how AI Agents are leading a new software testing paradigm. Covers PyTest framework, Web and API automation, and the full loop from requirements to CI/CD.
Read more →
·3 min
Building a GitHub Code Review Bot from Scratch: A Hands-On Guide to AI Agent Automation
A detailed guide on building a GitHub code review bot from scratch, covering cloud deployment, secure sandboxes, Vercel AI SDK, and multi-agent collaboration for automated development workflows.
Read more →
·3 min
Verification Browser for AI Agents: How 13ms Ultra-Fast Validation Solves the Trust Problem in Automation
Deep dive into the verification browser for AI agents: how 13ms verification windows and one-call checks solve hallucination problems in browser automation, enabling the leap from capability to trustworthiness.
Read more →
·3 min
How AI Agents Are Reshaping Enterprise Work: From Task Automation to Organizational Restructuring
Explore how AI agents are redefining enterprise work—from applied AI partnerships and multi-agent collaboration to structural workflow redesign and organizational transformation.
Read more →
·2 min
Multi-Agent Collaborative Paper Writing System: End-to-End Automation with FastAPI + Vue 3
An in-depth look at an intelligent paper writing platform built on FastAPI + Vue 3, combining LLM, RAG, and multi-Agent collaboration for full-process automation—an excellent case study for AI developers.
Read more →
·8 min
A Complete Guide to Agent Testing: Five Core Dimensions and Automation in Practice
In-depth analysis of the five core dimensions of AI Agent testing: command safety, tool-calling accuracy, task planning, output consistency, and error self-repair. Master automated testing and the transition path for test engineers.
Read more →
·8 min
The Complete Guide to Agent Testing: Five Core Dimensions and Automation in Practice
An in-depth analysis of the five core dimensions of AI Agent testing: command safety, tool-calling accuracy, task planning, output consistency, and error self-repair. Master automated testing methods and the transition path for test engineers.
Read more →
·2 min
6-Day Open Source AI Agent: Natural Language-Driven Android Automation Testing
Veta is an open source AI testing agent: just describe your test goal in natural language and it autonomously plans, executes, verifies, and reports Android test results — no scripts needed.
Read more →
·3 min
AI Testing End-to-End in Practice: A Complete Guide from Test Case Generation to Agent Automation
A deep dive into AI testing workflows: API capture, test case generation, Agent orchestration, and automated execution. Learn the two core challenges — incomplete information and mandatory human review.
Read more →
·4 min
Agent Loop in Practice: A Guide to Building Self-Improving Automation with Guardrails
A deep dive into building verifiable, self-evolving Agent automation loops with Claude Code and Codex — covering Loop Contracts, four trigger types, three-phase execution architecture, and Evolve Loops.
Read more →
·3 min
The Complete Guide to OpenAI Codex: AI Agent Programming and Automation in Practice
A deep dive into OpenAI Codex: browser automation, Goal execution, plugins, Skills ecosystem, and coding power. Master 90% of Codex's features and transform your workflow.
Read more →
·2 min
A Deep Dive into Ansible: The Essential Guide to Agentless IT Automation
A comprehensive guide to Ansible, the open-source IT automation platform: core architecture, design philosophy, and use cases. Learn about agentless mode, YAML Playbook syntax, idempotency, and best practices for DevOps and Infrastructure as Code.
Read more →
·6 min
OraAgent Hands-On Review: End-to-End Automation of Foreign Trade Prospecting Emails — From Finding Customers to Sending Emails in One Click
A hands-on review of how OraAgent (AI assistant Aura) automates the entire foreign trade prospecting email workflow: auto-searching customers, prioritizing quality leads, batch-generating personalized emails, and one-click sending to cut acquisition costs.
Read more →
·6 min
Hands-On With Hermes Agent's Eight Major Updates: A Complete Guide to AI Automation and Self-Evolution
The Hermes Agent gets a major upgrade with eight new features: native iMessage, parallel background sub-agents, Unreal Engine MCP support, a self-evolving Skill Hub, and more. A hands-on breakdown of the core changes and their real impact on personal AI automation workflows.
Read more →
·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.
Read more →
·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.
Read more →
·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.
Read more →