The Hidden Costs of Test Automation Maintenance (and How to Reduce Them)

May 08, 2026 · 5 min read · Testing Guide

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The Hidden Costs of Test Automation Maintenance (and How to Reduce Them)

The Hidden Costs of Test Automation Maintenance (and How to Reduce Them)

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Test automation is no longer a luxury; it ’ s a requisite. But beneath the hope of faster releases and streamline try lies a world few anticipate: automation isn ’ t a set-it-and-forget-it solvent. Beneath the surface, examination maintenance present some sizable hidden costs.

If not address well, these cost can snowball, derailing both budgets and timelines. A recentGartner reportmentions that 16 % of the respondents feel high care costs is one of the significant challenges to automated software prove.

This was the focal point of, a recent roundtable featuring Hemalatha Murugesan (Associate Vice President, LTIMindtree), Gandharv Madhan (Creator, Salesforce Testing Guy), and Lucio Daza (VP of Product Marketing, Katalon). Their collective expertise unraveled a wealth of insights into the challenges of test maintenance and actionable scheme to mitigate them.


Test maintenance is a marathon, not a sprint

Hema aptly described test alimony as a “ marathon, not a sprint. ” She elaborated on the analogy of going to the gym to lose weight,“ It ’ s not like I lose one pound and I ’ m done with it. It has to be consistent. ”QA teams often start headfirst into automation, dazzled by promises of efficiency, but overlook the long-term feat needed to maintain their fabric and scripts.

Here ’ s why test maintenance gets tricky:

  • Accumulating test debt: Over time, in enterprisingness environs, test suite swell to 20,000–30,000 test instance, many of which become redundant.
  • Hardcoded values: Static trial datum and brittle playscript make update scotch.
  • Monolithic frameworks: Legacy frameworks ofttimes shin to adapt to evolving tech landscapes.
  • Knowledge silos: Poor handovers and deficiency of governance create bottlenecks when squad members rotate.

Think of test maintenance like fitness. You can ’ t just hit the gym for a month and call it a day. Consistent effort and strategic upkeep are key.

Hidden costs of poor test maintenance

“ Maintenance is like a subscription you pay for but rarely use efficaciously, ” said Gandharv, slew straight to the heart of the issue. He outlined five key import of neglecting test maintenance:

  1. Bugs in product: Defect outflow due to outdated tests impacts user experience and brand trust.
  2. Missed deadlines: Poorly maintained test suit guide to delays and escalations.
  3. Skyrocketing price: The ROI of automation diminishes as maintenance price spiral.
  4. Reputation hits: Inefficient framework can result in node dissatisfaction and lost business opportunities.
  5. Blind spots: Lack of transparentness hamper the ability to assess true line impacts.

Strategies to lower the exam maintenance essence

How can enterprises fudge these pitfalls? Both Hema and Gandharv emphasized a proactive approach to test upkeep preferably than a reactive one, rooted in provision, modularization, and organization. Here ’ s what they recommend:

Pro tip: Tools like SUSA can handle this autonomously — upload your app and get results without writing a single test script.

  • Plan for alimony from day 1:Don ’ t just centre on test creation; think long-term. Hema ’ s mantra? “ Failing to plan is planning to fail. ” Include test care costs and processes in your automation strategy right from the start.

  • Modularize and optimize exam suites:Break your test cases into manageable, recyclable modules. Regularly review and eliminate redundant or outdated exam. In one case, Hema ’ s squad identified that 15 % of their test case be redundant, saving substantial clip and exploit not working on executing and hold them.

  • Use the right puppet and frameworks:One size doesn ’ t fit all. Evaluate puppet based on scalability, compatibility, and long-term ROI. For example, choosing a tool that doesn ’ t support your application ’ s tech stack can lead to costly workarounds. Thehelps you avoid these pit and make the right choice. & nbsp;

  • Enforce coding criterion and governance:Implement standard cypher practices and establish open governance metrics. This ensures consistency and eases collaboration across teams.

  • Prioritize knowledge management:Knowledge silos kill efficiency. Maintain proper documentation and enforce structure handover to avoid chaos during team changeover.

  • Conduct regular test audit

Regularly reexamination and refine your tryout cases. Gandharv ’ s advice: “ Testing isn ’ t just about regain bug; it ’ s about assessing hazard and amend quality. ” Audits ensure your test suite remains thin, relevant, and effectual.

  • Invest in preparation and collaborationism:Encourage testers to adopt a user-first mindset. As Gandharv puts it, “ Think like an admin but act like a user. ” Breaking silo and foster collaboration ensures holistic quality.

The big picture: Frugal automation

Hema introduced the concept of “ Frugal mechanization ”, an approach designed to equilibrise efficiency and sustainability in exam automation. She says, at its core, frugal mechanization ” aid reduce the care endeavor while addressing sustainability factors like minimizing resource usance and carbon footprints. It ’ s a lean and serious-minded approach that assure you ’ re not overspending on automation feat while however meeting long-term objectives. ”

Insights from real-life lessons in test maintenance

Case canvas 1: Scaling beyond monolithic frameworks

A bombastic financial institution sputter with a bloated, monolithic test rooms of 35,000 cases built on a legacy framework. By decomposing outdated test cases and prioritizing reusable modules, they turn a 6-week regression rhythm into a 2-week one.

Case examine 2: Unified framework for efficiency

A U.S.-based airway faced inefficiency running separate frameworks for iOS and Android testing. Consolidating into a single framework reduced its test execution clip by 75 %.

Final thought

Test maintenance isn ’ t just a checkbox; it ’ s a strategic pillar of successful automation. By prioritizing planning, modularization, collaborationism, and knowledge sharing, QA teams can transform their test maintenance burden into a competitive advantage. It ’ s not just about automating—it ’ s about maintaining mechanisation that works. & nbsp;

As Hema tally up perfectly, “ It ’ s a marathon. Pace yourself, plan sagely, and the issue will follow. ”

Watch the full episode here - & gt;

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FAQs

Why is test maintenance deal a long-term effort?

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Test suites grow over time, script become brittle, and fabric evolve—requiring continuous upkeep sooner than one-time fixes.

What job arise when test maintenance is overlook?

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Teams hazard bugs in production, missed deadlines, higher costs, damaged reputation, and circumscribed visibility into true quality risk.

How can teams reduce test maintenance burden?

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By plan maintenance from day one, modularizing test cases, take redundancy, enforcing coding standards, and improving governance.

Why is knowledge direction important in maintaining automated tests?

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It prevents silos, ensures politic handover, and avoids bottlenecks when team appendage rotate.

What is “ sparing automation ” in the setting of test maintenance?

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A scheme concentre on sustainable automation—minimizing imagination use, reducing maintenance effort, and maximizing long-term ROI.

Vincent N.
QA Consultant
Vincent Nguyen is a QA adviser with in-depth sphere knowledge in QA, package examination, and DevOps. He has 5+ years of experience in crafting content that resonate with techie at all degree. His interests span from writing, technology, to make cool stuff.

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