https://t.co/DY6SMa7xSY, the first AI-powered test case design tool on an editable Mind Map from requirements. Join us to get a free trial now.discord.gg/c5VTXw9jYfJoined September 2024
When Not to Use AI in Testing (Manual Strengths and Governance Guardrails)
Exploratory > AI when
Requirements are ambiguous
Oracles are missing
Outputs can’t be verified
#softwaretesting#qa#aimedium.com/treeifytestcas…
When Not to Use AI in Testing (Decision Matrix)
✅ Algorithmic + measurable → let AI assist
❌ Heuristic + ambiguous → keep it manual
We break down a decision matrix testers can use to know when AI adds value — and when it doesn’t.
#AITesting#QAmedium.com/treeifytestcas…
AI writes tests fast — but also hallucinates.
Gift cards that don’t exist, phantom coupon_expiry_date, brittle selectors.
The fix? Prompt Patterns.
Scenario · Edge · Negative · Data-Matrix.
Guardrails that turn AI into a reliable QA assistant.
#QAmedium.com/treeifytestcas…
❌Testers don’t just want more AI tests—they want reliable, auditable ones.
That’s why prompt patterns are moving from community tips → enterprise SOPs → productized tools.
✅The shift is happening now. Are you ready?
medium.com/p/how-prompt-p…#softwaretesting#qa#AITools
💡Should we let AI “think outside the spec”?
Or force it to stick only to verifiable requirements?
QA teams face the paradox of constraints vs creativity.
medium.com/treeifytestcas…#softwaretesting#qa#ai
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