Disco Dancer

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[Disco Dancer @DiskoDDancer]

How I'm leveraging AI to reduce repetitive work in Software Testing.

Over the past few weeks, I've been building an AI-powered testing assistant using Model Context Protocol (MCP).

The goal wasn't to replace QA engineers.

It was to eliminate repetitive tasks so testers can focus on finding bugs, validating business logic, and exploratory testing.

Here's what I built.

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[Disco Dancer @DiskoDDancer]

Over the past few weeks, I've been experimenting with ways to make software testing more efficient using AI.

The objective wasn't to replace QA engineers or generate test cases with a prompt.

It was to reduce the repetitive work that consumes a significant part of a tester's day.

By combining AI with product knowledge and controlled access to testing capabilities, tasks like understanding the application, preparing test data, and creating validation scenarios become much faster and more context-aware.

The biggest benefit isn't writing more automation.

It's giving engineers more time to focus on exploratory testing, critical thinking, and improving software quality.

This is something I've been building recently, and I'll be sharing the complete architecture, implementation, and lessons learned in an upcoming thread.

I'd also love to hear from the community:

What's the most repetitive task in your testing workflow that you'd like AI to handle?

#QA #SDET #SoftwareTesting #AI #AutomationTesting #GenAI

[Disco Dancer @DiskoDDancer]

@sagarcasm Aaj sabke ghar me paneer ban rha he

[Disco Dancer @DiskoDDancer]

Audio is removed by mistake.. original post can be found here https://t.co/PMu2Np9naU

[Disco Dancer @DiskoDDancer]

Heavy rainfall caused the Patalganga River to overflow.
• Videos circulating online appear to show multiple LPG cylinders floating in the floodwater.
• Reports suggest cylinders may have been washed away from a storage facility, but authorities are yet to confirm the exact number.

If these reports are accurate, the bigger question is:

How did so many gas cylinders end up in a flooded river?

Were adequate flood-risk assessments done?
Were safety protocols followed?
Was the storage facility prepared for extreme weather?

Natural disasters can't always be prevented.
Negligence can.

[Disco Dancer @DiskoDDancer]

@ShivAroor Didn't know politicians are such method actors.

[Disco Dancer @DiskoDDancer]

@rutu609 I stay in Pune . Here marathi people speak good hindi. Somehow they bring in their marathi here and there. 😅

[Disco Dancer @DiskoDDancer]

@Mystique992502 @HormuzLetter Seems like world revolves around United states of America .

[Disco Dancer @DiskoDDancer]

@Priyaa_Purohit you are already deep inside this mess. Now you can't pull out.

[Disco Dancer @DiskoDDancer]

@mufaddal_vohra Who is waiting for supla shot in baseball?

[Disco Dancer @DiskoDDancer]

@Kalshi Trump couldn't make his country great again.

[Disco Dancer @DiskoDDancer]

Did he come out of the stadium safely?

[Speedy HQ @IShowSpeedHQ]

🚨| BREAKING: SPEED JUST DISTRACTED MESSI INTO MISSING HIS PENALTY AGAINST EGYPT 😭🤯🤯🇪🇬

[Disco Dancer @DiskoDDancer]

@Kasparov63 Absolute biasness towards Argentina.

[Disco Dancer @DiskoDDancer]

@TARUNspeakss Dono bhai raat ke 2 baje tak piye the😂

[Disco Dancer @DiskoDDancer]

@TheGBreaker You just one "How did that happen?" post away from getting viral

[Disco Dancer @DiskoDDancer]

@telegram shots fired😂

[Disco Dancer @DiskoDDancer]

@lalitgrateful @nikitabier 😉

[Disco Dancer @DiskoDDancer]

@Savita091 True.. AI can be confidently wrong. That's exactly why human intelligence exists. 😄

[Disco Dancer @DiskoDDancer]

@Hedgeye Let it happen for India as well

[Disco Dancer @DiskoDDancer]

@emo_ananya Saree ate today

[Disco Dancer @DiskoDDancer]

@OxNeeraj Nov 19 2023