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Gil Zilberfeld

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Can You Trust Your ChatBot: Techniques for Testing LLM ResponsesTestMu Conference 20262026-08-19
Builds a Python test planning agent that sends prompts to Gemini, returns structured API test plans, and iterates using human golden datasets and automated…
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Exploratory Testing with AITestMu Conference 20252025-08-19
AI generates focused session-based testing charters and prioritized test lists in seconds, uses Claude to suggest API and UI charters, and auto-creates JSON…
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Playwright in 1/2 hour. Or less.XtremePython 2024 Online Conference2024-11-19
Demo tests automate a local registration app with three text boxes, checkboxes and a thank‑you page and run headless by default. Playwright for Python…
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Frankenstein TestsTestFlix 20242024-10-19
Claims that autogenerated Playwright tests become unreadable Frankenstein code by mixing JavaScript, Playwright code generator locators and no domain language…
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APIs - Refactoring to PatternsConf42 JavaScript 20232023-11-16
Starts from a single messy Next.js API that uses Mongoose and MongoDB and sends events with KafkaJS and refactors it into clear pieces: a ports and adapters…
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API Exploratory TestingTestCon Europe 20232023-10-25
Demonstration uses Postman and Chrome DevTools to interrogate a Star Trek search API and reports concrete surprises: queries return five results for many…
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TUTORIAL: Refactoring without a netPython Web Conf 20232023-03-13
Shows how to refactor risky legacy code without a full test suite by capturing current behavior as golden outputs with ApprovalTests and running a 30-day…
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Dirty Tests and How to Clean ThemTestCon Europe 20222022-10-26
Argues that test code deserves the same refactoring and review as production code and demonstrates it on a calculator API suite: converts duplicated setup into…
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Dirty Tests And How To Clean ThemJCON-ONLINE 20212021-10-05
Java Spring REST API calculator tests start as ~100 lines of duplicated JUnit5 code using RestTemplate and a controller POST to localhost and shrink to a…
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