Faster, Cheaper, and Safer

Finding the Balance

This paper looks at the long-standing trade-offs between speed, cost, and security in software development and operations. Written by a team of seasoned technology executives, this paper introduces a practical framework for understanding and navigating these competing priorities. Drawing parallels to database theory's CAP Theorem, the authors demonstrate that organizations can typically optimize for at most two of these three dimensions simultaneously, making explicit trade-off decisions essential for strategic success.

The paper moves beyond theoretical concepts to provide actionable guidance through real-world case studies spanning automotive manufacturing, aviation, financial services, and cloud migration. These examples illustrate how different industries and company phases require different priority orderings—from startups prioritizing speed over cost to mature enterprises balancing safety with efficiency. The authors introduce innovative measurement approaches, including "Doomsday Clocks" for predicting system failures and unifying metrics that connect the three dimensions, enabling leaders to make data-driven decisions about where to position their organizations on the faster-cheaper-safer triangle.

What's inside

  • Strategic Clarity — Provides a systematic framework for making explicit trade-offs between competing technology priorities.
  • Practical Metrics — Introduces concrete measurement approaches including Flow Framework metrics and Doomsday Clocks.
  • Industry-Tested — Delivers real-world case studies showing how different contexts require different trade-off strategies.
  • Decision Patterns — Offers proven decision-making patterns that enable faster, more effective trade-off decisions.
Pages
27
Publication Date
September 16, 2025
Topics
Leadership
Formats
epub · pdf
License
Creative Commons BY-NC-SA

About the authors

6 authors
Adrian CockcroftOrionX.net (at publication)

Now: Tech Advisor, Nubank

Adrian Cockcroft is the retired leader of the technology world. He joined Amazon in October 2016, as a VP in AWS Marketing focused on building relationships with customers. He keynoted 20 AWS Summits around the world, presented on technical and management topics at many events, and hired the open source community engagement team. Moving to Amazon Worldwide Sustainability in March 2021, he led sustainability marketing for AWS, invested in the Amazon Sustainability Data Initiative, helped coordinate the rapid growth in sustainability related headcount across AWS, and helped author, launch and promote the Well Architected Pillar for Sustainability. Currently Cockcroft is advising, speaking at conferences and private events, and doing occasional consulting and analyst work.

Everything by Adrian Cockcroft →

Dr. Tapabrata "Topo" PalVice President, Experience Architecture, Fidelity Investments

Dr. Tapabrata "Topo" Pal is a thought leader, keynote speaker, evangelist in the areas of DevSecOps, Continuous Delivery, Cloud Computing, Open Source Adoption and Digital Transformation. He is a hands-on developer and Open Source contributor. Topo has been leading and contributing to industry initiatives around automated governance in DevOps practices. Topo resides Richmond, Virginia with his wife and two children.

Everything by Dr. Tapabrata "Topo" Pal →

Randy ShoupThrive Market (at publication)

Now: Engineering Leader, eBay

Randy Shoup is a twenty-five-year veteran of Silicon Valley, and has worked as a senior technology leader and executive at companies ranging from small startups, to mid-sized places, to eBay and Google. Randy is currently VP Engineering at WeWork in San Francisco. He is particularly passionate about the nexus of culture, technology, and organization.

Everything by Randy Shoup →

Cat SwetelNubank (at publication)

Cat Swetel is a technology leader deeply interested in exploring how the digital transformation of society could create the conditions for more generative institutions. In addition to her role as Director of Engineering at Nubank, Cat is pursuing a master’s degree in Science and Technology Policy. In her (close to nonexistent) leisure time, Cat enjoys cooking, hiking, making jokes about Bitcoin, and reading feminist literature.

Everything by Cat Swetel →

Mik KerstenPlanview (at publication)

Now: Founder, Lymyt

Dr. Mik Kersten is an independent technology strategist and researcher best known as the creator of the Flow Framework and author of the bestselling book Project to Product and the new book Output to Outcome. Mik founded Tasktop and led the company as CEO until its acquisition by Planview in 2022. Mik started his career as a Research Scientist at Xerox PARC as part of the team that created the first aspect-oriented programming language. He then completed his PhD in Computer Science at the University of British Columbia, where he pioneered the integration of software development and collaboration tools. That work became the foundation for Tasktop and helped shape the emerging field of Value Stream Management. Before shifting his focus to flow, outcomes, and organizational modularity, Mik wrote more than one million lines of open-source code that are still in use today. His work now focuses on helping leaders transition from output- driven management to outcome-driven operating models, enabling organizations to harness the power of AI in a human-centric way. For more information, please visit the book‘s website at https://outputtooutcome.org/ .

Everything by Mik Kersten →

Buck ButlerSouthwest Airlines (at publication)

Buck Butler is a Senior Technology Manager at Southwest Airlines with over nine years of experience in aviation technology and ground operations. He has progressed through various roles at Southwest, from Business Analyst to his current position leading Application Delivery for Ground Operations, where he specializes in operational readiness for major technology implementations and SAFe methodology. He holds an MBA from Texas Tech University and a Bachelor's degree in Finance and Management from Creighton University, bringing a unique blend of business acumen and technical leadership to the airline industry.

Everything by Buck Butler →