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How QA Teams at High Growth Startups Scale from 50 to 500 Tests Without Hiring 5 More Engineers

Jay Saadana on June 25, 2026

Your QA team built 50 automated tests in the first quarter. Leadership was thrilled. Coverage was growing, bugs were getting caught earlier, and th...
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madhavi_d0d15dd2ffd47fcba profile image
Madhavi •

Great insights! The breakdown of the scaling stages and the comparison between hiring and rearchitecting really puts the maintenance problem into perspective. A valuable read for teams building long-term automation strategies.

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Guduru Ahallika •

Helpful

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Hasini •

Very informative article. The comparison between hiring more engineers and rearchitecting the test suite was especially valuable.

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Kalyan Prsnl •

Nice info

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Rakhi Badan •

Great

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Valaya Dase •

very informatiove

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Mithali Sanjay Phadtare •

Great share

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S Y TRISHANTH SAI •

Great share

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Aritro Bag •

Great insights on the automation, true that architecture decisions matter far more than headcount as teams scale.

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Mohammad Hassan Shaikh •

This hits the nail on the head. Scaling QA is an architecture problem, not a headcount problem.

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Pavan Somwanshi •

Insightful

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Ayush Sinha •

It's pretty cool & exciting to know about this !

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helen sebastian •

Great Insights

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Pratyush Murmu •

Great insights!

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sailaja •

Learnt a new thing. Thank you.

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NIKITHA S •

Do you think a hybrid approach (keeping Appium for some flows and Vision AI for others) works well in practice, or does it add unnecessary complexity?

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nandini goyal •

+1
its helpful

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Sargam Ghagre •

Great Share..!

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Suhas Kumar D •

Excellent perspective! The real challenge isn't scaling the QA team—it's scaling the architecture. Great insights! 👏

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mitali_kumari_b775dacdca2 profile image
Mitali Kumari •

very helpful

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Prasiddhi Mishra •

What an insightful share!!

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Diksha •

Fabulous!

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Diksha Dhanaji Dabhole •

Informative Insights.

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Archa S •

Great share..

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archa_s_ar profile image
Archa S •

Great share

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Vaishnavi Pradhan •

Well explained! Scaling challenges and solutions are clear.

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Aditya Mahajan •

Nice share

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Lakshay Goyal •

really liked the focus on scaling smarter instead of just scaling headcount. Small process improvements often end up making the biggest difference...nice one

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Aharshi Sinha •

Great perspective on the topic

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Riddhima Singh •

cool! The scaling challenges and maintenance trade-offs are explained really well.

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Aditya Sharma •

Helpful

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Jagriti Uppal •

Great share

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Mahak Kankaria •

Informative!

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Jyoti Yadav •

Insightful and valueable read

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Arpita Padhi •

Great

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salonitiwari24 •

Really nice read.

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Aditi Agarwal •

Great Insights!!

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Marturu Ramyasri •

Great insight

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Buddhika Darshan •

Great share!

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Ayush Patial •

excellent work

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Bhakkti Gautam •

Great information!

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Anushka •

Great share

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Manan Garg •

Great information and it is very helpful.

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Dhriti Gupta •

Insightful Post!

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Ali Mehdi Mirza •

Great information Jay

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Inzeera Zakariah •

Good info