American Productivity, Big Tech’s Spending Problem & Why Human Engineers Still Matter | SS #38

This week on Software Sundays, KD breaks down why American workers are becoming more productive, what is actually driving those gains, and why the biggest impact from artificial intelligence may still be several years away. We start with the relationship between productivity, quality, cloud computing, remote work, and the tools that have changed how modern teams operate. KD explains why businesses will continue expecting employees and engineers to produce more with fewer resources—and what builders must do to remain competitive. Then, we examine the growing pressure on Big Tech to justify massive AI investments. KD discusses the disconnect between Wall Street’s expectations, current model capabilities, data-center restrictions, rising infrastructure costs, and the long-term value companies must eventually prove. We also explore Anthropic’s discussion of AI-assisted code migrations and what the Bun migration reveals about the future of software engineering. AI can help teams write and transform code faster, but experienced engineers are still responsible for planning, testing, business alignment, risk management, and delivering outcomes that stakeholders can trust. In this episode’s Q&A, KD explains why developers should keep their branches current, when to involve IT or cybersecurity, how to determine whether a certification is worth pursuing, three practical ways to reduce cloud spending, and why planned breaks are essential for maintaining high-quality work. We close with a reminder to remain teachable, build strong relationships with people you can learn from, and invest in the skills that allow you to move faster without sacrificing quality. Chapters: 00:00 Introduction to the series and today's focus on tech and community 00:27 US labor productivity has been increasing for six years 00:58 Defining productivity: output over input 01:54 The importance of quality alongside productivity 02:53 Technological changes enabling productivity gains 04:09 AI's current role in productivity and future potential 06:29 The build-out phase of AI technology and its implications 07:55 The competitive landscape and continuous improvement 08:49 Mastering tools to increase efficiency 09:33 Investor expectations vs. actual AI capabilities 11:53 Regulation and its impact on AI development 13:07 The long-term value of AI investments 16:11 Efficiency in cloud resource management and FinOps 17:38 Code migration projects and engineering leadership 20:00 The irreplaceable role of human engineers 21:38 Leading with AI: decision-making and trust 22:58 Developing skills for increased productivity 23:55 Join BLI University for hands-on learning 24:59 Weekly engineering tip: keep branches current 27:27 The importance of early testing and pushing code 29:39 When to consult cybersecurity and IT 32:36 Using approved repositories and managing supply chain risks 35:37 Balancing security and innovation in development 36:00 The value of certifications and continuous learning 38:21 The role of certifications in career advancement 40:20 Reducing cloud costs through resource management 44:15 Using cloud provider tools for cost estimation 46:44 The importance of scheduled breaks and self-care 51:06 Building relationships and mentorship in tech 52:57 Final thoughts and upcoming plans Join BLI University: https://discord.gg/jpJHGq6kgS  Connect with Build Learn Impact:  - Instagram →  https://www.instagram.com/build.learn.impact - Substack → https://buildlearnimpact.substack.com Connect with Kevin Dowdy:  - Instagram → https://www.instagram.com/mrkevindowdy - LinkedIn →  https://www.linkedin.com/in/kevinldowdy - Substack → https://substack.com/@kevinldowdy - GitHub → https://github.com/kevindowdy DISCLAIMER: This is not professional advice. The views are my own and the people quoted. Consult your own advisers for legal, business or tax decisions based upon information from this episode. Build Learn Impact is on a mission to help our community create wealth and opportunity through technology.  Subscribe if you’re ready to build the future.