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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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rakshit_maheshwari_2b61c5 profile image
Rakshit Maheshwari

Great Information

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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_131733e6c0e8 profile image
Kalyan Prsnl

Nice info

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guduru_ahallika_6f9a3eb57 profile image
Guduru Ahallika

Helpful

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rakhi_badan_6d82ae57da7d1 profile image
Rakhi Badan

Great

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valaya_dase_a7bbff08376c7 profile image
Valaya Dase

very informatiove

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mithaliphadtare profile image
Mithali Sanjay Phadtare

Great share

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s_ytrishanthsai_c6ca673 profile image
S Y TRISHANTH SAI

Great share

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aritro_bag_aedd415e2a69b8 profile image
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_3417f06c2 profile image
Pavan Somwanshi

Insightful

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ayush_sinha_a3f15ec07df5d profile image
Ayush Sinha

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

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helen_sebastian_0f6b9413b profile image
helen sebastian

Great Insights

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pratyush_murmu_059a4f9e98 profile image
Pratyush Murmu

Great insights!

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sailaja_f1c596a6f1d34b613 profile image
sailaja

Learnt a new thing. Thank you.

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nikitha_s_3a42baaa72fd15a profile image
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_82b9ca7fe54 profile image
nandini goyal

+1
its helpful

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sargam_ghagre profile image
Sargam Ghagre

Great Share..!

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suhas_kumard_8e8387cdf21 profile image
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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bhumi_mishra_adef8cb58d0d profile image
Prasiddhi Mishra

What an insightful share!!

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diksha_dishu10 profile image
Diksha

Fabulous!

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Diksha Dhanaji Dabhole

Informative Insights.

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archa_s_ar profile image
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_880ad5060b profile image
Aditya Mahajan

Nice share

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lakshay_goyal_06ea3e783e5 profile image
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_8f9672f7312 profile image
Jagriti Uppal

Great share

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mahak_kankaria_566c7c7070 profile image
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_d4a9a03d22c profile image
Aditi Agarwal

Great Insights!!

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marturu_ramyasri_2d7d9854 profile image
Marturu Ramyasri

Great insight

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buddhika_darshan_0ba4cd92 profile image
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_06c3865f1c485461d profile image
Anushka

Great share

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Manan Garg

Great information and it is very helpful.

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dhriti_gupta_434a7cf8ad5d profile image
Dhriti Gupta

Insightful Post!

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ali_mehdimirza_afd944d23 profile image
Ali Mehdi Mirza

Great information Jay

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Inzeera Zakariah

Good info