Multi-Agent Simulations & Shared Fixture State
Multi-agent test simulations silently corrupt shared fixture state. Here's why it happens, how to reproduce it, and how ...
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AI Test Agents Lose Context Across Tool Boundaries
AI test agents silently drop scenario context when crossing tool boundaries. Here's why it happens, how to detect it, an...
Read articleAI Test Agents: Hook Context Misrouting
AI test agents misroute BDD steps when hook context shifts mid-suite. Here's why it happens, how to reproduce it, and ho...
Read articleAmbient Context Corrupts AI Agent Step Boundaries
Ambient context in AI test agents silently bleeds across step boundaries. Here's how it breaks scenario isolation and wh...
Read articleAI Step Hallucinations That Slip Past CI
AI test assistants generate plausible Gherkin step definitions that pass CI but silently break production contracts. Her...
Read articleFrom Gherkin to Code: A Real Build Pipeline
Wiring Gherkin scenarios into a real CI pipeline with AI codegen, Playwright, Behave and GitHub Actions — trade-offs and hard numbers.
Read articleBuilding a Trading Bot Test Harness
Create a robust AI-powered trading bot test harness with real tools and strategies for senior engineers.
Read articleEnd-to-End AI Testing System: A Full Walkthrough
Build an AI-powered end-to-end testing system using Playwright, Selenium, and CI pipelines. Technical depth for senior engineers.
Read articleSelf-Documenting Tests with LLM-Generated Reports
Explore how LLMs can enhance test documentation by generating reports directly from test code, boosting efficiency and clarity.
Read articleStress-Testing an AI Chatbot with Multi-Agent Simulations
Explore advanced stress-testing techniques for AI chatbots using multi-agent simulations and modern tools like Playwright, Selenium, and ChatGPT.
Read articleBuild an AI Test Assistant with Memory
Build a stateful AI test assistant using vector memory, Pytest, and OpenAI. Real architecture, real code, real trade-offs for senior SDETs.
Read articleAll Build Articles
- Multi-Agent Simulations & Shared Fixture State
- AI Test Agents Lose Context Across Tool Boundaries
- AI Test Agents: Hook Context Misrouting
- Ambient Context Corrupts AI Agent Step Boundaries
- AI Step Hallucinations That Slip Past CI
- From Gherkin to Code: A Real Build Pipeline
- Building a Trading Bot Test Harness
- End-to-End AI Testing System: A Full Walkthrough
- Self-Documenting Tests with LLM-Generated Reports
- Stress-Testing an AI Chatbot with Multi-Agent Simulations
- Build an AI Test Assistant with Memory