#AI-driven software testing
112 related articles
·3 min
GitHub Daily · July 3: AI Penetration Testing Tops the Charts, Claude Code Ecosystem in Full Bloom
GitHub Trending July 3: AI pen testing tool strix tops the chart, Claude Code ecosystem explodes with Skills, Agents, and plugins reshaping development.
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Agentic Coding: How AI Agents Are Reshaping Legacy System Modernization
Developers spend 60%+ of their time understanding legacy code. Agentic Coding uses AI Agents to autonomously explore codebases, map hidden dependencies, and generate tests—turning legacy modernization from risky archaeology into a controlled engineering process.
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·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.
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·4 min
Building a Coding Agent from Scratch: Creating a Codex-like AI Programming Tool
Deep dive into AI coding agent architecture: from interview-level cognition to building a Codex-like CLI agent tool, covering agents.md, Skills systems, context management, and more.
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·4 min
Cursor's Three Major Announcements: Mobile App, Git Platform, and In-House Frontier Model
Cursor unveils three major updates: Cursor Mobile, Origin platform challenging GitHub, and a frontier in-house LLM trained from scratch. A deep dive into Cursor's strategy.
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Vibe Coding Practical Guide: Tool Selection, Development Workflow, and Lessons Learned
In-depth analysis of Vibe Coding methodology covering Claude Code, Cursor, and Codex tool strategies, full development workflow tips, and four key principles for avoiding pitfalls in complex systems.
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·3 min
The Tech Company AI Layoff Tracker: Which Jobs Are Being Replaced
A continuously updated tracker of AI-driven layoffs at tech companies, analyzing the most affected roles and offering career adaptation strategies for professionals.
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OpenAI Launches Open Source Vulnerability Detection Initiative: Using AI to Safeguard Open Source Security
OpenAI launches an open source vulnerability detection initiative using LLM technology to help the open source community find and fix software vulnerabilities, competing with Google and Microsoft in AI security.
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Playwright vs Selenium: Why More People Are Switching to Playwright
In-depth comparison of Playwright vs Selenium: DevTools protocol speed advantages, async support, smart locators, and AI/MCP integration to help you choose the right Web automation tool.
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·3 min
BioAgents: A Multi-Agent AI Framework for Autonomous Research in Biological Sciences
Deep dive into BioAgents multi-agent AI framework: how literature analysis and data scientist agents collaborate for autonomous deep research in biological sciences.
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·2 min
NVIDIA Halos Explained: Full-Stack Functional Safety System Architecture for Physical AI Robots
Deep dive into NVIDIA Halos for Robotics' full-stack functional safety architecture, covering hardware redundancy, safety runtime, behavior monitors, and how safety envelopes constrain AI uncertainty for scalable physical AI deployment.
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·2 min
Career Switch to AI Software Testing from Scratch: A Complete 3-Month Learning Roadmap
A complete 3-month learning roadmap for switching to AI software testing from scratch, covering fundamentals, Python automation, AI-powered testing, and career guidance.
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·3 min
MCP vs Skills: Understanding the Key to AI Testing Efficiency
Understand the key differences between MCP (Model Context Protocol) and Skills through practical analogies and real testing scenarios to boost AI-driven test automation efficiency.
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Build an App in 30 Minutes with Zero Code: A Complete Hands-On Walkthrough Using the AI Tool Tusi
Build a fully installable mobile app in 30 minutes with zero code using AI tool Tusi. A complete walkthrough from requirements to finished product, showing how AI shifts app development from coding skills to clear communication.
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·2 min
Elastic Acquires Deductive AI for $85M, Accelerating the AI-Powered Debugging Market
Elastic acquires AI debugging startup Deductive AI for up to $85M, boosting its observability and security platform. Analysis of the deal's strategy, competitive landscape, and industry impact.
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·3 min
Behind SpaceX's Acquisition of Cursor: Musk's True $60 Billion Ambition
SpaceX acquires Cursor parent Anysphere in a $60B all-stock deal. Musk's real play: an AI-driven software production line and invaluable real workflow data.
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·3 min
New Book Breakdown: "Claude Code in Practice: The Way of Harness Engineering" — Master AI Programming Engineering in Ten Chapters
Deep breakdown of the new book on Claude Code engineering, covering Harness concepts, four-layer architecture, five-layer memory, sub-agents, hooks, MCP protocol, and CI/CD integration.
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·3 min
Codex vs Claude Code in Practice: A Complete Guide to AI-Engineered Programming for Enterprise Projects
In-depth comparison of Codex and Claude Code for enterprise AI development, covering Vibe Coding limitations, multi-Agent workflows, OpenRouter platform architecture, and programmer learning paths.
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·3 min
What Happens to Developer Jobs When AI Writes 80% of the Code? A Deep Dive into Anthropic's Landmark Report
Anthropic's latest report reveals over 80% of its codebase is AI-written and engineer output has grown 8x. A deep analysis of AI's impact on software development, the taste moat, AI bubble stages, and loop engineering.
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·2 min
Claude Code Workflow in Practice: Hundreds of Agents Automatically Migrating PHP to Golang
Deep dive into Claude Code Workflow's multi-Agent auto-orchestration: a real-world PHP to Golang migration running 14 hours with 100+ Agents, covering planning, execution, and Token cost analysis.
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