#AI Agent testing

2098 related articles

Aug 3, 2026·2 min

Can OpenAI's Most Powerful Agent Independently Run a Business? Real-World Testing Reveals the Answer

OpenAI's top AI Agent was stress-tested in real business scenarios to see if it could independently run a company. The experiment reveals agent capabilities and limitations in decision-making, memory, and strategic planning.

Jul 30, 2026·3 min

Cekura: A Deep Dive into the Automated Testing, Monitoring, and Self-Healing Closed-Loop Platform for Voice AI Agents

Deep analysis of how Cekura's five-step closed loop—scenario simulation, failure capture, root cause diagnosis, automatic prompt rewriting, and regression verification—solves voice AI agent quality assurance in production.

Jul 27, 2026·3 min

API Mock vs. Sandbox in Agent Testing: A Detailed Layered Strategy Guide

API Mock is fast but misses bugs; Sandbox is realistic but costly. This article analyzes their core differences and provides a layered testing strategy for building reliable Agent test systems.

Jul 26, 2026·4 min

Hands-On Skill Writing and Agent Testing: A Guide to AI Testing Transformation

An in-depth look at AI testing challenges. Learn to write reusable Skill packs and master Agent testing and LLM evaluation—covering the SKILL.md six-dimensional rule, skill-creator, EvalScope, and dataset selection.

Jul 25, 2026·2 min

Getting Started with Claude Code: Why Terminal Agents Are the Top Choice for Enterprise AI Testing

What is the fundamental difference between terminal agents and device agents? This article breaks down Claude Code's core positioning, the key logic for enterprise AI testing selection, and the advantages of the Claude Code + DeepSeek combination.

Jul 25, 2026·1 min

AI Agents Reshape the Testing Workflow: A Paradigm Revolution from LLMs to Agents

An in-depth look at how AI Agents disrupt traditional software testing: the core differences between LLMs and Agents, four capability dimensions (planning/memory/tools/skills), and how testers achieve 10x efficiency gains.

Jul 25, 2026·1 min

AI Agents Rebuild the Entire Testing Workflow: A Paradigm Revolution from LLMs to Agents

An in-depth look at how AI Agents are disrupting traditional software testing: the core differences between LLMs and Agents, four capability dimensions (planning/memory/tools/skills), and how test engineers can achieve 10x efficiency gains in test case generation.

Jul 19, 2026·3 min

AI Testing in a Closed Loop: Full Pipeline from API Collection and Test Case Generation to Agent-Driven Execution

Full breakdown of a real AI testing pipeline: API collection, doc enrichment, AI test case generation, Agent-driven execution, and test reports — with Skills, RAG, and Harness engineering.

Jul 19, 2026·2 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.

Jul 18, 2026·3 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.

Jul 16, 2026·3 min

Adversarial Testing of AI Agents in the Terminal via MCP

Learn how to use MCP (Model Context Protocol) to run adversarial tests on AI agents in the terminal, covering prompt injection, privilege escalation, and dangerous command execution scenarios.

Jul 14, 2026·2 min

QuantaMind: An Open-Source Tool for Testing AI Agent Reliability Locally

QuantaMind is a free, open-source local AI Agent reliability testing tool using pass^k scoring and deterministic evaluation, supporting Ollama, llama.cpp, vLLM, and more.

Jul 14, 2026·3 min

AI Agents Are Reshaping Software Testing: A Practical Guide from Cursor to LangChain

A deep dive into AI-powered testing: Cursor Skills, Coze agents, and LangChain multi-agent systems for automated test case generation, BDD, and review workflows.

Jul 13, 2026·3 min

Generate a Mini-Game from a Single Prompt? Testing the Cocos AI Agent Plugin

Deep dive into the Cocos Creator AI Agent Plugin: three-level context compression, tool approval, multi-agent parallelism, and DeepSeek-powered Mario scene building — all in one test.

Jul 13, 2026·2 min

Testing the Claude Code Job Hunting Agent: A Deep Dive into AI Job Search, the 20K-Star Open Source Project

AI Job Search is an open source, Claude Code-powered job search automation tool with over 20K GitHub stars. It offers resume tailoring, cover letter generation, dual-Agent QA, and keeps humans in control of submission.

Jul 6, 2026·2 min

Getting Started with Claude Code: Reshaping Software Testing Workflows with AI Agents

Learn Claude Code from scratch: understand LLMs vs. AI agents, explore a 3-day onboarding path, and discover how testing engineers can use agents to automate test case and script generation.

Jun 29, 2026·3 min

Agent + Skill Architecture: A Practical Guide to AI-Driven End-to-End Automated Testing

Learn how to build an AI-driven API automation testing framework using Agent+Skill architecture with Claude Code, covering test case generation, script execution, and report output.

Supabase Real-World Testing: How MCP+Skills Enable AI Agents to Safely Operate Databases

Tutorials

Jun 3, 2026·3 min

Supabase Real-World Testing: How MCP+Skills Enable AI Agents to Safely Operate Databases

Supabase's experiments show how MCP+Skills solve security gaps when AI agents operate databases, with three key principles for writing effective Agent Skills.

AI Penetration Testing in Practice: Comparing Three Agent Tools with DeepSeek for Vulnerability Discovery

Tutorials

Jun 2, 2026·3 min

AI Penetration Testing in Practice: Comparing Three Agent Tools with DeepSeek for Vulnerability Discovery

Hands-on comparison of Claude Code, Codex, and DeepSeek TUI for AI-assisted penetration testing with DeepSeek V4 Pro, covering vulnerability discovery, WebShell upload, and intranet penetration.

AI Agent Acceptance Testing Anti-Pitfall Guide: Replace AI Self-Reports with Logs and Data

Tutorials

May 24, 2026·2 min

AI Agent Acceptance Testing Anti-Pitfall Guide: Replace AI Self-Reports with Logs and Data

Don't trust AI's self-reported test results. Learn three-layer acceptance criteria using HTTP status, business logs, and database persistence to verify AI Agent outputs.