Death by 1,000 Cuts: Time-Wasting Tasks in DevOps
Time-wasting tasks that frustrate devs and DevOps engineers, and cost companies billions in lost productivity
May 04, 2021

Jon Edvald
Garden.io

Working with microservices and Kubernetes often means solving the same solved problems over and over, without having the time to focus on what really brings value to the business. Instead of shipping new features, hours are spent wrangling dev environments, or waiting to get feedback from slow tests, or troubleshooting CI. It can be really frustrating. And it's a common complaint I hear from other developers and DevOps engineers.

Garden recently commissioned research to gather insights from software professionals around the world, and specifically to find out where time is being spent, what tasks often cause frustration, and how this time could be better spent. Vanson Bourne surveyed 400 developers and DevOps team members of varied levels in the US, UK, and Germany, from January-February 2021.

Some of what we learned reinforced my own experiences but there were some other surprising insights. And when we set out to quantify the impact of time spent on "solved problems" that respondents shared with us, the data was truly eye popping.

Time is (a lot of) Money!

Respondents spend, on average, more than 15 hours every week on tasks outside of writing application code — from maintaining internal tooling, to setting up dev environments, to debugging pipelines, to waiting for builds and test results.

Breaking this down, those working for organizations already using Kubernetes spent 16.5 hours a week vs. 14.3 hours for those working at organizations that are not yet using Kubernetes.

This is in stark contrast to the 4.5 hours spent by developers actually writing code. Let that sink in for a bit.

In the US alone, we calculated this time spent could be costing companies up to $61 billion per year, based on median pay and number of software developer jobs in 2019, as reported by the US Bureau of Labor Statistics.

DevOps Nirvana is Still Elusive

Despite the promise of DevOps to enable greater focus and productivity for organizations, respondents at all levels and across departments are spending more than a working day and a half every week on work outside of writing code.


Top Three Frustrations

We asked respondents to rank the top 3 things that cause them the most frustration at their job.

55% of respondents identified difficult communication between teams and functional groups, closely followed by 54% with slow feedback loops during the development process. Lack of flexibility in choosing tools came in third at 49%.

"Slow feedback loops during the development process" was the frustration that was most frequently ranked #1, with 20% of respondents ranking it as their top frustration. It makes sense, considering the sheer number of hours respondents spend setting up and waiting for pipelines, waiting for builds and tests, and setting up development environments.

Top Time-Wasting Tasks (That Could Likely Cause an Organization to Be Less Competitive)

A clear majority of respondents acknowledge they're not spending their time as effectively as they could. In fact, more than 75% of respondents say the time they spend on specific tasks is time wasted, suggesting it could be put to more strategic use.


Seven in 10 respondents say the time they spend on specific tasks is time wasted, and they would rather spend time on tasks that directly support the company's bottom line:

■ 49% of these respondents say they would develop new products and services to support the company

■ 46% say they would improve speed and delivery of existing products and services

■ 44% say they would improve security for existing products and services

And this doesn't even take into consideration the opportunity cost of keeping developers from higher-value work. Imagine the potential if every software developer could reclaim an extra day every week.

Funding the Future of DevOps

It's clear we still have a long way to go before we reach DevOps nirvana, that magical place where developers no longer waste hours every week on low-value work and development workflows are free of frustration.

The good news is that a majority of respondent organizations plan to budget more toward DevOps and tooling and increase headcount in 2021 compared to 2020. And organizations that are using Kubernetes are substantially more likely to be increasing budgets (79% vs. 69%) and growing their teams (86% vs. 77%). It is reassuring that company leaders around the world are aware of the need to keep pace with their tooling and talent as their application architecture changes.

Jon Edvald is CEO and Co-Founder of Garden.io
Share this

Industry News

May 19, 2022

Jellyfish announced the launch of Jellyfish Benchmarks, a way to add context around engineering metrics and performance by introducing a method for comparison.

May 19, 2022

Solo.io announced the addition and integration of Cilium networking into its Gloo Mesh platform, providing a complete application-networking solution for companies’ cloud-native digital transformation efforts.

May 19, 2022

Aqua Security announced multiple updates to Aqua Trivy, making it a unified scanner for cloud native security.

May 18, 2022

Red Hat unveiled updates across its portfolio of developer tools designed to help organizations build and deliver applications faster and more consistently across Kubernetes-based hybrid and multicloud environments.

May 18, 2022

Armory announced public early access to their new Continuous Deployment-as-a-Service product.

May 18, 2022

DataCore Software announced DataCore Bolt, enterprise-grade container-native storage software for DevOps.

May 17, 2022

DevOps Institute, a global professional association for advancing the human elements of DevOps, announced the release of the Upskilling IT 2022 report.

May 17, 2022

Replicated announced a host of new platform features and capabilities that enable their customers to accelerate enterprise adoption of their Kubernetes applications.

May 17, 2022

Codefresh announced that its flagship continuous delivery (CD) platform will be made accessible as a fully-hosted solution for DevOps teams seeking to quickly and easily achieve frictionless, GitOps-based continuous software delivery in the cloud.

May 16, 2022

Red Hat announced new capabilities and enhancements across its portfolio of open hybrid cloud solutions aimed at accelerating enterprise adoption of edge compute architectures through the Red Hat Edge initiative.

May 16, 2022

D2iQ announced a partnership with GitLab.

May 16, 2022

Kasten by Veeam announced the new Kasten by Veeam K10 V5.0 Kubernetes data management platform.

May 12, 2022

Red Hat introduced Red Hat Enterprise Linux 9, the Linux operating system designed to drive more consistent innovation across the open hybrid cloud, from bare metal servers to cloud providers and the farthest edge of enterprise networks.

May 12, 2022

Couchbase announced version 7.1 of Couchbase Server.

May 12, 2022

Copado added Copado Robotic Testing to Copado Essentials.