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Will AI take a tester’s job? The real question is how much reasoning AI should apply before generating a test case. Enough to reflect intent, not enough to create noise. #AITesting #ContextAI #SoftwareQA #TestAutomation

ContextQa's tweet image. Will AI take a tester’s job?

The real question is how much reasoning AI should apply before generating a test case. Enough to reflect intent, not enough to create noise.

#AITesting #ContextAI #SoftwareQA #TestAutomation

Webinar Ahoy! My free webinar, Charting the Course for AI Quality is next Wed (Dec-3). This is the captain's manual for building an AI Quality Ship. We'll cover drift, evolution, and defense. It's free, live, and built for Strategists. Register: us02web.zoom.us/webinar/regist… #AITesting

gil_zilberfeld's tweet image. Webinar Ahoy!
My free webinar, Charting the Course for AI Quality is next Wed (Dec-3).
This is the captain's manual for building an AI Quality Ship. We'll cover drift, evolution, and defense.
It's free, live, and built for Strategists.
Register:
us02web.zoom.us/webinar/regist…
#AITesting

The future of testing is here: Full coverage, zero headache.🌐 Level up your QA game and deliver flawless releases, faster. #AITesting #E2ETesting #QualityAssurance #DevOps #SoftwareDevelopment #letestAI

letest_ai's tweet image. The future of testing is here: Full coverage, zero headache.🌐
Level up your QA game and deliver flawless releases, faster.

#AITesting #E2ETesting #QualityAssurance #DevOps #SoftwareDevelopment #letestAI

💥Testing is evolving — and AI is taking over! 🧠Learn how AI & GenAI transform QA, automation, and defect prediction 🔥Black Friday Month-End Offer: 20% OFF 👉Register Now: linktr.ee/qualitythought… 📍Location: Ameerpet 📞Contact: 8977169236 #BlackFriday #AITesting #QualityThought

QTTWorld's tweet image. 💥Testing is evolving — and AI is taking over!
🧠Learn how AI & GenAI transform QA, automation, and defect prediction
🔥Black Friday Month-End Offer: 20% OFF
👉Register Now: linktr.ee/qualitythought…
📍Location: Ameerpet
📞Contact: 8977169236
#BlackFriday #AITesting #QualityThought

A Tactician asks: "Is it working now?" A Captain asks: "How do we keep it working?" My free webinar (Dec 3) is for Captains (and wannabes). Learn the framework to keep your AI quality in ship-shape. Register: us02web.zoom.us/webinar/regist… #AITesting #Webinar #TechLeadership #AIQuality

gil_zilberfeld's tweet image. A Tactician asks: "Is it working now?"
A Captain asks: "How do we keep it working?"
My free webinar (Dec 3) is for Captains (and wannabes).
Learn the framework to keep your AI quality in ship-shape.
Register:
us02web.zoom.us/webinar/regist…
#AITesting #Webinar #TechLeadership #AIQuality

Smarter testing, faster delivery! AI-driven testing is transforming how apps are built & launched Learn how #AITesting and #QAAutomation are reshaping the future of #AppDevelopment openteqgroup.com/blogs/ai-drive… #SoftwareTesting #AI #Automation #DevOps

openteq_'s tweet image. Smarter testing, faster delivery!
AI-driven testing is transforming how apps are built & launched
Learn how #AITesting and #QAAutomation are reshaping the future of #AppDevelopment
openteqgroup.com/blogs/ai-drive…
#SoftwareTesting #AI #Automation #DevOps

Yesterday's new blog post is the "AI Quality Funnel", my AI testing methodology. It's the chart for the AI stormy seas! Read the full post here: testingil.com/2025/11/the-ai… #AITesting #QA #Methodology #SoftwareTesting #Strategy

gil_zilberfeld's tweet image. Yesterday's new blog post is the "AI Quality Funnel", my AI testing methodology.
It's the chart for the AI stormy seas!
Read the full post here:
testingil.com/2025/11/the-ai…
#AITesting #QA #Methodology #SoftwareTesting #Strategy

Scaling AI in software testing requires more than models. It needs observability, governance, and continuous validation. That’s how we turn AI risk into AI reliability. #AITesting #SoftwareQualityEngineering #AIinDevOps #TestAutomationAI #ModelMonitoring #MLObservability


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-ai… #AITesting #Methodology #Strategy

gil_zilberfeld's tweet image. 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-ai…
#AITesting #Methodology #Strategy

✨ Continuous Testing EXPLAINED We believe in smarter testing, not just more testing. Letest AI optimizes the test loop by intelligently selecting only the essential tests required for your recent code changes. #AITesting #QualityGate #TestAutomation #SoftwareDevelopment

letest_ai's tweet image. ✨ Continuous Testing EXPLAINED

We believe in smarter testing, not just more testing. Letest AI optimizes the test loop by intelligently selecting only the essential tests required for your recent code changes.

#AITesting #QualityGate #TestAutomation #SoftwareDevelopment
letest_ai's tweet image. ✨ Continuous Testing EXPLAINED

We believe in smarter testing, not just more testing. Letest AI optimizes the test loop by intelligently selecting only the essential tests required for your recent code changes.

#AITesting #QualityGate #TestAutomation #SoftwareDevelopment

We are live at Agile Testing Days in Germany from Nov 25 – 27! Swing by our booth to explore how Testsigma brings unified Agentic AI and codeless automation together to supercharge your testing workflows. #futureoftesting #AgileTestingDays #AITesting #Testsigma

testsigmainc's tweet image. We are live at Agile Testing Days in Germany from Nov 25 – 27! 
Swing by our booth to explore how Testsigma brings unified Agentic AI and codeless automation together to supercharge your testing workflows.

#futureoftesting #AgileTestingDays #AITesting #Testsigma

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-yo… #AITesting #QA #EngineeringManager #SoftwareTesting #Strategy

gil_zilberfeld's tweet image. 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-yo…
#AITesting #QA #EngineeringManager #SoftwareTesting #Strategy

UiPath Test Cloud 2025.10 turns QA into AI driven testing: agents design, run, heal tests in real time, with streaming and orchestration. Tiny load time gains boost conversions #AITesting articles.emp0.com/?p=3425


While flashy product demos capture headlines, the real work of software development happens in the trenches of debugging and quality assurance. #AItesting #qualityassurance #softwaredevelopment #StartupFunding #testautomation bitcoinworld.co.in/momentic-ai-te…

ItsBitcoinWorld's tweet image. While flashy product demos capture headlines, the real work of software development happens in the trenches of debugging and quality assurance. #AItesting #qualityassurance #softwaredevelopment #StartupFunding #testautomation
bitcoinworld.co.in/momentic-ai-te…

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 #QA

gil_zilberfeld's tweet card. The AI Judge

youtube.com

YouTube

The AI Judge


The "AI Testing Starter Kit". It's the original 7-step "AI Quality Playbook" with exclusive templates & prompts I didn't show live in the last webinar. Get the full, detailed guide: testingil.com/ai-quality-pla… #AITesting #QA #Playbook #SoftwareTesting

gil_zilberfeld's tweet image. The "AI Testing Starter Kit". It's the original 7-step "AI Quality Playbook" with exclusive templates & prompts I didn't show live in the last webinar.
Get the full, detailed guide:
testingil.com/ai-quality-pla…
#AITesting #QA #Playbook #SoftwareTesting

Quick and dirty @higgsfield_ai face swap. Pretty impressive ! #ai #faceswap #aitesting

pensezavous's tweet image. Quick and dirty @higgsfield_ai face swap. Pretty impressive ! #ai #faceswap #aitesting
pensezavous's tweet image. Quick and dirty @higgsfield_ai face swap. Pretty impressive ! #ai #faceswap #aitesting
pensezavous's tweet image. Quick and dirty @higgsfield_ai face swap. Pretty impressive ! #ai #faceswap #aitesting

Beyond basic functionality: A case study in stress-testing AI IVR systems for safety and customer trust. bit.ly/4nVuaD9 #AITesting #IVR

applause's tweet image. Beyond basic functionality: A case study in stress-testing AI IVR systems for safety and customer trust. bit.ly/4nVuaD9 #AITesting #IVR

Will AI take a tester’s job? The real question is how much reasoning AI should apply before generating a test case. Enough to reflect intent, not enough to create noise. #AITesting #ContextAI #SoftwareQA #TestAutomation

ContextQa's tweet image. Will AI take a tester’s job?

The real question is how much reasoning AI should apply before generating a test case. Enough to reflect intent, not enough to create noise.

#AITesting #ContextAI #SoftwareQA #TestAutomation

NEW ARTICLE: AI agents promise shorter content review cycles with increased quality and consistency. Here's how to test and implement this powerful tool with little to no data risk. hubs.la/Q03NX-230 . #aiagents #aitesting #informationevolved

TweddleGroup's tweet image. NEW ARTICLE: AI agents promise shorter content review cycles with increased quality and consistency. Here's how to test and implement this powerful tool with little to no data risk. hubs.la/Q03NX-230
.
#aiagents #aitesting #informationevolved

LLMs are reshaping software testing — from test case generation to autonomous test agents. 👉 buff.ly/Vdei3og #testeryou #llm #aitesting

TesterYouHQ's tweet image. LLMs are reshaping software testing — from test case generation to autonomous test agents.

👉 buff.ly/Vdei3og

#testeryou #llm #aitesting

Traditional test automation can’t keep up ⚙️💨 Flaky tests, broken locators, endless maintenance = slow teams. AI-powered testing? Smarter, faster, self-healing ✅ Learn more 👉 goodfirms.co/blog/ai-test-a… #GoodFirms #AITesting #TestAutomation #DevOps

Goodfirms's tweet image. Traditional test automation can’t keep up ⚙️💨
Flaky tests, broken locators, endless maintenance = slow teams.
AI-powered testing? Smarter, faster, self-healing ✅
Learn more 👉 goodfirms.co/blog/ai-test-a…

#GoodFirms #AITesting #TestAutomation #DevOps

Teams using AI in testing report 🚀 ✅ 50% faster release cycles ✅ 60% fewer flaky tests ✅ Higher confidence in each build See how AI improves coverage, accuracy & speed — without replacing humans. Read full insights 👉goodfirms.co/blog/ai-test-a… #GoodFirms #AITesting

Goodfirms's tweet image. Teams using AI in testing report 🚀
 ✅ 50% faster release cycles
 ✅ 60% fewer flaky tests
 ✅ Higher confidence in each build
See how AI improves coverage, accuracy & speed — without replacing humans.
 Read full insights 👉goodfirms.co/blog/ai-test-a…
#GoodFirms #AITesting

🤖 AI in testing: hype or real progress? We’re not just writing about AI... We’re working to bring more AI-powered capabilities into our platform, building on the features already introduced. Read👉 testuff.com/ai-in-testing-… #AITesting #TestAutomation #SoftwareTesting #Testuff

Testuff's tweet image. 🤖 AI in testing: hype or real progress?

We’re not just writing about AI... We’re working to bring more AI-powered capabilities into our platform, building on the features already introduced.

Read👉 testuff.com/ai-in-testing-…

#AITesting #TestAutomation #SoftwareTesting #Testuff

We’ll let the image do all the talking 👇 bit.ly/47PoKDh #AI #SoftwareTesting #AITesting

Tricentis's tweet image. We’ll let the image do all the talking 👇 bit.ly/47PoKDh

#AI #SoftwareTesting #AITesting

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-ai-… #AITesting #AIJudge #QA

gil_zilberfeld's tweet image. 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-ai-…
#AITesting #AIJudge #QA

We are live at Agile Testing Days in Germany from Nov 25 – 27! Swing by our booth to explore how Testsigma brings unified Agentic AI and codeless automation together to supercharge your testing workflows. #futureoftesting #AgileTestingDays #AITesting #Testsigma

testsigmainc's tweet image. We are live at Agile Testing Days in Germany from Nov 25 – 27! 
Swing by our booth to explore how Testsigma brings unified Agentic AI and codeless automation together to supercharge your testing workflows.

#futureoftesting #AgileTestingDays #AITesting #Testsigma

Why can't AI 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-ai-… #AITesting #AIJudge

gil_zilberfeld's tweet image. Why can't AI 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-ai-…
#AITesting #AIJudge

Stop letting slow validation ruin your S/4HANA project. 🚧 Waiting creates chaos & rework. Learn the hidden risks and how AI-powered testing lets you shift left to catch issues early and cheaply. Read more👉 qualitestgroup.com/insights/blog/… #SAP #S4HANA #AITesting #ShiftLeft #Qualitest

Qualitest's tweet image. Stop letting slow validation ruin your S/4HANA project. 🚧

Waiting creates chaos & rework. Learn the hidden risks and how AI-powered testing lets you shift left to catch issues early and cheaply.

Read more👉 qualitestgroup.com/insights/blog/…

#SAP #S4HANA #AITesting #ShiftLeft #Qualitest

AI attempts to make a wireframe face in 3D. o3-mini did not produce any interesting results. #AItesting #AIprogramming #Claude #ChatGPT #o1

alby13's tweet image. AI attempts to make a wireframe face in 3D.
o3-mini did not produce any interesting results.
#AItesting #AIprogramming #Claude #ChatGPT #o1

Are you building an AI testing 'kayak' or 'ship'? A 'kayak' is for a short voyage. A 'ship' is a long-haul strategy. My new blog post on why you must become a 'Strategist-Captain' drops tomorrow. #AITesting #Strategy #QualityAssurance #TechLeadership

gil_zilberfeld's tweet image. Are you building an AI testing  'kayak' or 'ship'?
A 'kayak' is for a short voyage. A 'ship' is a long-haul strategy.
My new blog post on why you must become a 'Strategist-Captain' drops tomorrow.
#AITesting #Strategy #QualityAssurance #TechLeadership

How do you bring objectivity to chaotic AI testing? You need a source of truth. A "Golden Dataset." It's the human-curated artifact you compare AI outputs against. My new post explains how to build one. Read it! testingil.com/2025/10/its-no… #AITesting #QA

gil_zilberfeld's tweet image. How do you bring objectivity to chaotic AI testing?
You need a source of truth. A "Golden Dataset."
It's the human-curated artifact you compare AI outputs against. My new post explains how to build one. Read it!
testingil.com/2025/10/its-no…
#AITesting #QA

It's here. My new post on why our AI testing framework is just the beginning. Are you a 'Shiphand' or a 'Strategist-Captain'? Time to find out. testingil.com/2025/11/are-yo… #AITesting #Strategy #TechLeadership #SoftwareDevelopment #QA

gil_zilberfeld's tweet image. It's here. My new post on why our AI testing framework is just the beginning.
Are you a 'Shiphand' or a 'Strategist-Captain'? Time to find out.
testingil.com/2025/11/are-yo…
#AITesting #Strategy #TechLeadership #SoftwareDevelopment #QA

How do you bring objectivity to chaotic AI testing? A "Golden Dataset." It's the human-curated artifact you compare AI outputs against. My new post explains how to build one. Read it, then see it in action in this week's webinar! testingil.com/2025/10/its-no… #AITesting #QA

gil_zilberfeld's tweet image. How do you bring objectivity to chaotic AI testing?
A "Golden Dataset."
It's the human-curated artifact you compare AI outputs against. My new post explains how to build one. Read it, then see it in action in this week's webinar!
testingil.com/2025/10/its-no…
#AITesting #QA

How do you start testing AI products? Before you can build a test strategy, you need to do some mindset adjustments. I created this free AI Product Testing Cheatsheet to help. Grab your copy here: #AITesting #QualityAssurance #RiskManagement #QA

gil_zilberfeld's tweet image. How do you start testing AI products?
Before you can build a test strategy, you need to do some mindset adjustments.
I created this free AI Product Testing Cheatsheet to help.
Grab your copy here:
#AITesting #QualityAssurance #RiskManagement #QA

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