AI
Write tests, heal broken steps and explain failures with AI. A person reviews everything it does.
Overview
Section titled “Overview”AI in AutoTestXEvery AI feature, what the AI sees, and what a person still decides
Write tests with AI
Section titled “Write tests with AI”Write with AITurn plain-language instructions into steps
Prompt guideWhat to tell the AI, with ready-made prompt templates
AI prompt examplesSeven worked prompts and the tests they produced
Self-healing
Section titled “Self-healing”AI healing (tier 2)The AI picks among the candidates for a broken step; a person approves
Self-healingSuggested fixes for broken locators, reviewed before they change a test
Self-healing rulesLet safe fixes apply without a review, with guardrails and dry runs
Self-healing audit trailWho or what changed which locator, why, and on what evidence
Diagnose failures
Section titled “Diagnose failures”AI diagnosisWhat went wrong in a failure no rule explains, and what to check
Reading a failureThe failed step, its evidence, the failure class and likely causes
Failure investigationA suite run's failures grouped into likely causes
AI assistants
Section titled “AI assistants”AI assistants (MCP)Run suites and explain failures from Claude, Cursor or VS Code
Component maintenance from an assistantAsk which components need fixing
Set up
Section titled “Set up”Your organization's AI keyYour own Anthropic key or the AutoTestX key, and what AI costs
Write with AI says it is not connectedThe fix when the AI is unavailable
Practise
Section titled “Practise”Authoring with AIAI-written steps, Draft review and version history
AI diagnosis exercises11 exercises on Unclassified failures and the AI's suggestion
Self-healing courseRules, risk and limits, with hands-on exercises