Building AI Agents: Automating Espresso Test Generation
In this talk
- 00:05What an agent is and why build your own
- 03:29Demo: from a scenario to a UI test
- 05:33Which tasks are worth automating
- 08:00Breaking down a developer’s work into steps
- 10:19LangChain, LangGraph and subgraphs
- 15:31Structured responses, tools and memory
- 21:29Cost, model selection and agent oversight
- 25:50Prompts and context management
- 29:15Results, limitations and next steps
How to turn UI test writing into a sequence of tasks for an AI agent: follow a scenario, identify interface elements, generate a Page Object and check the code. A walkthrough of LangChain and LangGraph, tools, memory and context management, with practical advice on cost and checking the results. The demonstration uses UIAutomator; the approach is also discussed in relation to Espresso.