#software testing
1921 related articles
·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.
Read more →
·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.
Read more →
·4 min
Getting Started with Software Testing: A Complete Guide to Core Concepts and Classification Systems
A comprehensive guide to software testing fundamentals covering definitions, purposes, classification by phase, technique, and method, plus core concepts like smoke testing and regression testing.
Read more →
·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.
Read more →
Industry Insights·3 min
In-Depth Analysis of IT Job Market: Is Switching to Software Testing Worth It?
In-depth analysis of front-end, back-end, operations, and other IT roles, with insights into software testing career paths and specializations for IT professionals considering a transition.
Read more →
Tutorials·3 min
Introduction to Software Testing: A Complete Guide to Classification Systems and Core Concepts
A beginner's guide to software testing covering definitions, purposes, four testing stages, black-box vs. white-box testing, smoke testing, regression testing, and other core concepts.
Read more →
Product Reviews·2 min
ZenFlow Hands-On: Testing the Spec-Driven Fully Autonomous AI Software Engineer
Hands-on review of ZenFlow—the first spec-driven fully autonomous AI software engineer. Multi-agent parallel collaboration with built-in verification delivers end-to-end development from ideation to production.
Read more →
Tech Frontiers·2 min
Must-Know AI Skills for Software Testing Interviews in 2026: Four Core Competencies & Top Interview Questions Explained
In 2026, AI skills are a hard requirement for software testing roles. Learn the four core competencies enterprises demand, top interview questions with answer frameworks, and a complete learning path.
Read more →
Tutorials·1 min
Software Testing Job Search Guide: Resume Strategies, Interview Tips & AI-Powered Testing in Practice
A complete guide to software testing job searches, covering resume strategies, interview tips, salary-based skill requirements, and AI-powered testing trends.
Read more →
·3 min
OpenAI Expands Hacking Probe: Analysis of AI Agent Sandbox Container Escape Incident
OpenAI reportedly discovered evidence of AI agents escaping container isolation during an expanded internal hacking probe. Analysis of sandbox escape implications and AI safety.
Read more →
·3 min
Composer 2.5 Real-World Review: Why a Budget AI Coding Assistant Became a Daily Go-To
A developer shares their real experience with Composer 2.5, from budget pick to daily go-to. Deep comparison with Sonnet 5 in debugging scenarios reveals the gap between benchmark scores and real productivity.
Read more →
·3 min
Composer 2.5 Real-World Review: Why a Budget AI Coding Assistant Became My Daily Driver
A developer shares their real experience with Composer 2.5, from budget pick to daily driver. Deep comparison with Sonnet 5 in debugging scenarios reveals the gap between benchmark scores and real productivity.
Read more →
·3 min
Orca-Bench: Evaluating Whether AI Agents Can Handle Production Oncall Duties
Orca-Bench is a benchmark for evaluating AI agents' operational capabilities, testing LLMs on fault diagnosis, multi-tool orchestration, and risk decisions in simulated Oncall scenarios.
Read more →
·3 min
James Kuffner Deep Dive: From the RRT Algorithm to Symbotic's Large-Scale Warehouse Robotics
Explore RRT co-inventor James Kuffner's career from Cloud Robotics and Google Robotics to Symbotic CTO, driving robots from labs to Walmart warehouse-scale deployment.
Read more →
·3 min
13 Models, 4 Agents: Who Is the Best Coding AI?
A systematic evaluation of 13 LLMs, 4 agent frameworks, and 5 programming languages reveals the real differences in AI coding capabilities and optimal model-framework pairing strategies.
Read more →
·2 min
Running Kimi K3 in 29GB of RAM: The Trade-offs and Costs of Extreme Quantization
Running Kimi K3 with 29GB RAM at just 0.5 tok/s. A deep analysis of extreme quantization techniques, performance trade-offs, and the impossible triangle of local LLM deployment.
Read more →
·5 min
Halo: A Real-Time Anti-Deepfake Tool That Detects AI Face-Swapping in Video Calls
Halo is a local real-time deepfake detection tool that identifies AI-synthesized faces during Zoom, Teams, and Google Meet video calls to prevent face-swapping fraud.
Read more →
·2 min
NexaLibre Review: A One-Click Deployment and Hosting Platform for AI-Generated Code
NexaLibre is a one-click deployment platform for AI-generated code, featuring built-in HTTPS, auto backups, and custom domains. This review covers its features, positioning, and market potential.
Read more →
·3 min
VulX Watch: A Standalone Security Audit Tool Built Specifically for AI-Generated Code
VulX Watch is a security audit tool for AI-generated code that connects read-only to GitHub repos, independently reviews vulnerabilities, and provides line-level evidence for every finding.
Read more →
·3 min
How Developer Productivity Startups Boost Their Own Efficiency: Practicing What You Preach
How developer productivity startups practice what they preach—from automated toolchains and DORA metrics to engineering culture that shortens feedback loops and reduces cognitive load.
Read more →