Pulling Back The Curtain

There's a reason we love black box testing. "No bias." "Pure." "Scientific." Wrong. Ignorance doesn't make us better testers. It makes us expensive ones. If you don't know what's running under the hood, you can't make smart decisions about what to test, when to run it, or how much it's going to cost. And with AI features in the mix, "how much it costs" is no longer a rhetorical question. Every test that touches an AI-powered endpoint spends tokens. Every token costs money. And if you don't know your API is running an AI feature - making multiple LLM calls, retrying on failure, looping recursively - you're not just missing coverage. Your wallet is bleeding. That's the Token Gobbler. And it's been quietly eating your CI budget since the day you shipped your first AI feature. The fix isn't more tests. It's more information. Look behind the curtain. 🔍 In this video, we cover: - Why black box testing is a liability in the age of AI features - What the Token Gobbler is and how it ends up in your pipeline - How knowing the architecture changes your entire test strategy - Why "when to run" is now as important as "what to test" - How to start making cost-aware testing decisions before the invoice arrives --- 🗓️ Want to work through this live? On April 15th I'm running the first session of the Modern API Testing webinar series — Planning. We'll cover test strategy, data generation, cost-aware decisions, and a couple of new monsters AI has brought to the party. Real APIs. Real scenarios. One hour. Register here → https://us02web.zoom.us/webinar/register/7817677801362/WN_rcvltt4aQsOSjsPslT0NWQ --- 🚢 Join the Captain's Bridge: Don't wait for the invoice to fix your quality process. Join my private community for Senior SDETs and QA Leads where we build the blueprints for the next era of engineering: https://testingil.com/join-the-captains-bridge Connect with TestinGil: 🌐 Website: https://www.testingil.com/ 💼 LinkedIn: https://www.linkedin.com/in/gilzilberfeld/ 🦋 BlueSky: https://bsky.app/profile/gilzilberfeld.bsky.social If you enjoyed this video, please: ✅ Like the video ✅ Subscribe to the channel ✅ Share it with a tester who's never looked behind the curtain #SoftwareTesting #APITesting #AITesting #TestAutomation #QualityEngineering #SDET #TestinGil #TokenGobbler