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Dev Dives: Supercharge testing and RPA with coded automations
- 1. Dev Dives Go deeper, automate smarter
- 2. 2 Meet today’s team: Cristina Vidu Global Manager Marketing Community @UiPath Roxana Ivan Senior Product Marketing Manager @UiPath Sophia Zhylych Product Marketing Manager @UiPath
- 3. 3 Meet today’s speakers: Thomas Stocker Principal Product Manager @UiPath Thomas Janssen UiPath MVP Founder @Automation Heroes
- 4. 4 About today’s meeting • Enjoy the next 50-60 min packed with use cases, useful guidance, and live Q&As. • Join the poll. Download the automation project. You’ll receive the recording and the full pack of instructions to perform sentiment analysis with coded automation and ChatGPT, via your email. • Get answers to your questions and challenges. Please use the chat box for Qs during the presentation. Live Q&A session at the end. • You're encouraged to network and share your LinkedIn/Twitter in the chat. • Have fun! Feedback is welcome.
- 5. Supercharge testing and RPA with coded automations UiPath Dev Dives Webinar Series
- 6. 6 Agenda Introduction to Coded Automation Use case: Sentiment analysis with Coded Automation and ChatGPT Use case: Test data generation with Coded Automation and ChatGPT Q&A
- 8. 8 What is Coded Automation? Coded Automation represents UiPath automation scripts, that are completely written in code rather than using low- code activities.
- 9. 9 Why do I need Coded Automation? We want to support Developers who prefer writing code instead of using low-code solution We want to foster collaboration, allowing business experts and developers work together on one automation project We want to inspire creativity by providing automation engineers and partners new tools and capabilities to innovate
- 10. 10 How does it work? Coded Automation can be written directly within Studio in C# A Studio project can include both, low-code as well as coded workflows Coded workflows can invoke low-code workflows and vice versa Activities from System, UiAutomation and Testing package can be used within Coded Automation UiPath.System UiPath.UiAutomation UiPath.Testing
- 11. Live Demo
- 13. 13 Sentiment Analysis with ChatGPT
- 14. 14 Sentiment Analysis with ChatGPT
- 18. ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ Quality Software Starts with Quality Data testsuite@uipath.com 35 Data is the engine that drives software and the compass that guides testing Data 4000 Data 3 Data 30000 Data 01. Motivation
- 19. ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ Streamlining Test Data Management What are your organization's barriers to integrating provision of test data into continuous integration and delivery pipelines? Wehaveautomatedtestdataprovisioning,butit isdoneasanindependentautomationprocess Provisioningofappropriatetestdatais stillamanualprocess The integrationstrategyfortestdata provisioningtoCI/CDis oftenoverlooked Wedon'tthinkit'spracticalduetothe complexityofthe datarequirements Wedonothavetherighttoolstobeableto integratetoexisting CI/CDpipelines 49% 42% 31% 21% 13% 4% Wehavenobarriersin place WorldQualityReport2022/2023 02. Challenges
- 20. ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ Valuing Quality Over Quantity Proactive to test data consumption Fully complies with privacy regulations and policies High test data availability due to on-demand data Minimal data volumes for high test coverage Highly customizable to specific test scenarios Relatively low effort to generate required data May not authentically represent all (historical) production scenarios Reactive to test data consumption Compliance depends on the quality of masking Limited test data availability due to one-time test data Maximum data volumes for high test coverage Limited customizability to specific test scenarios Relatively high effort to find & mask required data Accurately represents actual production scenarios Synthetic Data Masked Production Data 03. Types of Data
- 21. ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ Generative AI Powers Synthetic Test Data 1.Flexibility 2.Privacy and Security 3.Scalability 04. Generative AI
- 22. ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ ▪ 05. Blueprint Generative AI Powers Synthetic Test Data Test Data Generator Form Coded Automation Open AI connector Excel
- 23. Live Demo
- 24. 24 Join us at FORWARD 6 → AI-powered capabilities across the testing lifecycle Learn from your peers, MVPs, partners and UiPath experts TechEd – what’s new, next and proven practices Generative AI to accelerate Test Planning Generate Coded Automation with Wingman Generate Quality Automation Insights Forward VI: AI at Work for Testing Adopting a test-driven mindset Thomas Mandel Transformation Manager Cushman & Wakefield Featured Session: Sessions for Testers: ▪ Test Driven RPA Development, ▪ AI Computer Vision for Mobile, ▪ SAP Change Impact Analysis and Heatmap, ▪ Test Suite operating model, ▪ AI across the Testing Lifecycle, and more!
- 25. 25 Date/Time Topic Status September 28, 9:00 AM EDT / 2:00 PM BST Mastering AI-powered Document Understanding Register AMER Register EMEA & APAC October 26 9:00 AM EDT / 2:00 PM BST Explore UiPath Solutions Management for seamless packaging, deployment and maintenance Register AMER Register EMEA & APAC Next steps Download the automation project Sentiment Analysis CA ChatGPT > https://bit.ly/3EfvoEn. Don't miss the next Dev Dives sessions. Save your seat > https://bit.ly/Dev-Dives_2023
- 26. Thank you for your participation! Join us: community.uipath.com