Earn production confidence: why passing tests don’t mean production-ready APIs

Watch SmartBear’s Vyshnavi Dabbir and Yousaf Nabi for a live session on the moment your API testing stops matching what’s running in production, and what to do before that gap becomes an outage. Watch them walk through why 63% of APIs drift from their tested behavior within 90 days, the specific failure patterns behind most real-world breakdowns, and how testing is shifting from a pre-release checkbox to a continuous, AI-assisted layer that catches drift as it happens. 

The Challenge 

API testing starts simple. A few functional tests. A green dashboard. Early confidence. 

Then your API estate grows. Ownership blurs. Contracts change without anyone signing off. Schema mismatches slip through. Authentication breaks quietly. 

The average API-related incident now costs $700,000. And it’s rarely the server that fails first; it’s the trust between what was tested and what’s live. 

The Solution 

Application integrity closes that gap by treating validation as continuous, not a one-time gate, so testing catches drift as it happens instead of after a customer does. 

Who is it for? 

• Engineering Leaders setting governance policy for growing API estates 
• QA teams shipping APIs faster than testing discipline can keep up 
• Technical executives trying to close the confidence gap with their engineering teams 

What can you learn in this session? 

• Why the gap between tested and production behavior opens by default 
• The real cost of untested APIs, and why leadership overestimates its own readiness 
• The specific patterns, schema drift, , auth failures, load failures, and external dependencies behind most outages 
• How to move from testing occasionally to testing continuously without slowing releases 

How does it help? 

Less drift. Less guesswork. More confidence. Fewer surprises in production.