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Product ReviewsDeep dive into GPT-5.1's 10 core feature upgrades including dual-mode switching, project agents, coding assistance, tool orchestration, and 24-hour prompt caching to boost your productivity.
Industry InsightsIn-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.
TutorialsDeep dive into six common pitfalls of AI-generated API automation scripts and a three-layer solution covering diagnosis and optimization for real-world implementation.
TutorialsA 6-year test engineer's mock interview reveals three fatal flaws: poor communication, contradictory framework descriptions, and shallow AI application depth. Learn targeted strategies to improve.
TutorialsA deep dive into API automation testing framework design, covering Pytest encapsulation, unified parameter management, API data correlation, and assertion mechanisms.
Product ReviewsFabraix is an adversarial testing tool built by former Meta engineers that uses 1000+ adaptive attack strategies to discover hallucinations, security vulnerabilities, and logic errors in AI Agents through pure black-box testing with zero integration.
TutorialsPostman API testing beginner's tutorial covering request methods, URLs, authentication, request bodies, status codes, and response interpretation with practical examples.
Product ReviewsDeepSeek V4 Pro + Claude Code + Playwright generates 11 UI automation test cases in 16 minutes for just $0.08 total, about $0.007 per case. Full walkthrough with cost analysis.
TutorialsLearn how Webman's Route::resource generates 8 RESTful endpoints with one line of code, covering full CRUD, soft delete, and recovery operations.
TutorialsA complete guide to installing and configuring the Godot AI plugin. Use MCP protocol to let Claude and Codex create scenes, run tests, and debug with screenshots — build a 3D platformer in 10 minutes.
TutorialsA detailed guide to 8 essential AI Skills for testers, covering requirements-to-cases, API script generation, bug reports, log analysis, and more — helping QA teams harness AI with engineering discipline.
TutorialsComplete guide to Browser Use, the open-source AI browser automation agent: installation, Web UI usage, code integration, architecture, and token optimization tips for automating web tasks with natural language.
Product ReviewsDeep dive into TRE regex engine's backtracking-free design, Python ctypes binding implementation, and ReDoS defense testing compared to Python's re module for security-sensitive applications.
Deep DivesAI Agents face infinite input spaces and non-deterministic outputs. Learn how simulation testing systematically validates Agent reliability through scenario generation, environment simulation, and behavior evaluation.
TutorialsDeep dive into how TRE regex engine's backtracking-free design fundamentally defends against ReDoS attacks. Covers Simon Willison's experiment building TRE Python bindings with Claude Code and regex engine selection for security-sensitive scenarios.
TutorialsExplore TRE non-backtracking regex engine Python bindings and compare performance against Python's re module under ReDoS attacks. Learn how TRE eliminates regex denial-of-service risks.