Gil Zilberfeld
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gilzilberfeld.bsky.social
Gil Zilberfeld
@gilzilberfeld.bsky.social
CTO & owner TestinGil.
SW dev & testing coach, helping agile professionals
Author & International keynote speaker.
New Blog Post! My core AI quality methodology
It's the full AI Quality Funnel.
The 6-step "Tactical Funnel" (The Kayak)
The "Strategic Loops" (The Ship)
This is the map for moving towards a resilient testing framework.
testingil.com/2025/11/the-...
#AITesting #Methodology #SoftwareTesting #Strategy
November 25, 2025 at 2:37 PM
Are you building an AI Quality "Kayak" or "Ship"?
Kayak: A set of tactics for now.
Ship: A strategic framework for the future.
This post is the core of my AI testing methodology.
Read it here:
testingil.com/2025/11/are-...
#AITesting #QA #EngineeringManager #SoftwareTesting #Strategy
November 25, 2025 at 7:53 AM
Manually grading 100 "fuzzy" AI responses is not scalable.
So, why not use one powerful AI to grade another’s?
This is the "AI Judge" technique. Watch the 5-min demo (and code) for augmenting your AI regression suite.
Watch here:
youtu.be/tLZE_i3sfu0
#AITesting #AIJudge #SoftwareTesting #Automation
The AI Judge
YouTube video by TestinGil - Gil Zilberfeld
youtu.be
November 24, 2025 at 7:55 AM
Testing AI in the ocean of production is no simple matter. Are we ready for storms, krakens, and pirates?
My 90-sec teaser for the Dec 3rd webinar rises with the tide.
Watch it, then register for free:
youtu.be/EUEjC9KEfr8
#AITesting #SoftwareTesting #Webinar #QA
Charting the Course For AI Quality: Preview
YouTube video by TestinGil - Gil Zilberfeld
youtu.be
November 23, 2025 at 1:50 PM
Want to level up your team's testing?
Now including AI in testing: Using AI as a copilot & Testing AI products
My calendar opens in December for remote or on-site training. Let's get your team out of the bug-fixing rut.
Ping me to cook up some quality.
#automation #unittesting #cleancode #apitesting
November 23, 2025 at 8:07 AM
AI Testing is for the long haul. The techniques are just the start.
This 90-sec teaser for my Dec 3rd webinar explains how we’re going to weather the storm.
Watch the teaser, then register for free:
www.youtube.com/watch?v=EUEj...
#AITesting #SoftwareTesting #Webinar #QA
Charting the Course For AI Quality: Preview
YouTube video by TestinGil - Gil Zilberfeld
www.youtube.com
November 20, 2025 at 2:12 PM
This week's new blog post is a summary of the 1-hour concepts from "Beyond The Basics" AI testing webinar. Or you can just watch the recording there.
It's a great 101 for building your first AI test methodology.
Check it out:
testingil.com/2025/11/the-...
#AITesting #TestAutomation #SoftwareTesting
November 20, 2025 at 8:24 AM
Your "Golden Datasets" are stale.
A response that was ok 6 months ago, is not good enough now. Our test suite must evolve.
This "Evolving Scorecard" is a core concept we're covering in the free webinar, Dec 3.
Register:
us02web.zoom.us/webinar/regi...
#AITesting #Webinar #TechLeadership #AIQuality
November 19, 2025 at 2:12 PM
One week to go!
Getting ready for Agile Testing Days in Potsdam next week.
If you're there, find me and say hi. Don’t forget the Playwright Tutorial and Deep-Dive workshops.
Looking forward to seeing everyone!
#AutomationTesting #AgileTD #QA #AITesting #Playwright
November 19, 2025 at 9:43 AM
New Blog Post!
This is the full recording + summary of my 2nd webinar in the AI testing series. Turn techniques into methodology.
Read/watch here:
testingil.com/2025/11/the-...
#AITesting #TestAutomation #SoftwareTesting #Webinar
November 18, 2025 at 3:11 PM
The "beyond the basics" webinar showed you how to build a Golden Dataset.
The "AI Judge" can help to automate scoring at scale.
For a real AI quality strategy, you need both.
Read the "AI Judge" post:
testingil.com/2025/11/if-a...
#AITesting #AIJudge #Automation #SoftwareTesting #QA
November 18, 2025 at 9:10 AM
Your tests didn't change. Your code didn't change. But your AI feature is misbehaving.
Welcome to "model drift".
You need a long-haul strategy. A drift detector.
Learn how to build one in my free webinar. Dec-3.
Register:
us02web.zoom.us/webinar/regi...
#AITesting #Webinar #TechLeadership #AIQuality
November 17, 2025 at 1:50 PM
Speaking online this Wed (Nov 19) with Testomat.io!
We're talking "Exploratory Testing with AI."
Can AI be our "pair testing" buddy? Can it help us find new risks?
It's live and practical. Register:
testomat.io/events/test-...
#ExploratoryTesting #AITesting #SoftwareTesting #QA #TestAutomation
November 17, 2025 at 7:24 AM
Manually checking 100 "fuzzy" AI responses doesn't scale.
So, why not use one AI to grade another’s?
This is the "AI Judge" technique. Watch the demo (and the code) to augment your AI regression suite.
Watch here:
www.youtube.com/watch?v=tLZE...
#AITesting #SoftwareTesting #Webinar #QA
The AI Judge
YouTube video by TestinGil - Gil Zilberfeld
www.youtube.com
November 16, 2025 at 1:57 PM
Want to level up your team's testing?
Now including AI in testing: Using AI as a copilot & Testing AI products
My calendar opens in December for remote or on-site training. Let's get your team out of the bug-fixing rut.
Ping me to cook up some quality.
#automation #unittesting #cleancode #apitesting
November 16, 2025 at 7:18 AM
Reposted by Gil Zilberfeld
Promises made, promises kept! 🎬

Watch the recording of our last Continuous Testing Meetup with @gilzilberfeld.bsky.social 🚀

Thanks to all participants for an amazing session! 🌍 See you in 2026! ✨

www.youtube.com/watch?v=fZUm...
API Testing with AI - Gil Zilberfeld
YouTube video by Continuous Testing Meetup
www.youtube.com
November 14, 2025 at 3:40 PM
My new video is a hands-on demo of the "AI Judge" technique.
Learn how to use a stronger model to grade a simpler model and finally automate your fuzzy AI quality checks.
Watch the video:
www.youtube.com/watch?v=tLZE...
#AITesting #SoftwareTesting #QA #Automation
The AI Judge
YouTube video by TestinGil - Gil Zilberfeld
www.youtube.com
November 13, 2025 at 3:04 PM
If AI is so smart, why can't it tell me how much I can trust it?
My new blog post is a deep dive into the "AI Judge" technique.
Learn how to use a model to automate your "fuzzy" quality checks and finally scale your AI regression suite.
Read it:
testingil.com/2025/11/if-a...
#AITesting #AIJudge
November 13, 2025 at 8:08 AM
Reposted by Gil Zilberfeld
Want to have example of API testing using #AI?
Check this repository which is currently presented during our online meetup by @gilzilberfeld.bsky.social

github.com/gilzilberfel...
November 11, 2025 at 6:44 PM
Reposted by Gil Zilberfeld
#API testing using #AI explained by our speaker @gilzilberfeld.bsky.social

here is the live streaming link www.linkedin.com/video/golive...
November 11, 2025 at 6:28 PM
Reposted by Gil Zilberfeld
API testing with #AI with our super guest @gilzilberfeld.bsky.social 🚀🚀🚀
November 11, 2025 at 6:18 PM
A Strategist has a process for evolving their "definition of good" as the models and requirements change.
This is a key "Process Principle" we're covering in our Dec 3rd webinar.
Save your spot:
us02web.zoom.us/webinar/regi...
#AITesting #Webinar #TechLeadership #AIQuality
November 12, 2025 at 2:47 PM
Missed the last webinar?
The recording is live. Watch the 4-step funnel build now.
It's the perfect foundation for our "Ship-building" webinar on Dec 3rd.
Watch here:
youtu.be/i9uzg997_qg
#AITesting #Webinar #SoftwareTesting #QA #CI
AI Testing: Beyond the basics - Webinar Recording
YouTube video by TestinGil - Gil Zilberfeld
youtu.be
November 12, 2025 at 7:27 AM
If AI is so smart, why can't it tell me how much I can trust it?
My new blog post is a deep dive into the "AI Judge" technique.
Learn how to use a model to automate your "fuzzy" quality checks and finally scale your AI regression suite.
Read it:
testingil.com/2025/11/if-a...
#AITesting #AIJudge #QA
November 11, 2025 at 2:31 PM
Python devs!
Join me at xtremePython (Nov 18) for a 25-min, no-hype session on "Smarter API Testing with AI."
We'll skip the "hello world" and focus on practical code: scaffolding client wrappers, generating complex data, and refactoring legacy tests.
xtremepython.dev/2025/
#Python #xtremePython
November 11, 2025 at 7:56 AM