This week on Software Sundays, KD breaks down the next phase of the AI race — and why the conversation is shifting from just software to infrastructure, governance, and system-level engineering.

We start with AWS making its MCP server generally available and what that means for coding agents like Cursor, Codex, and Claude Code. KD explains how MCP servers help AI tools access real-time API documentation, reduce outdated dependencies, and unlock more autonomous development workflows across cloud environments.

Then we get into the White House reconsidering its approach to AI regulation. As AI systems become deeply integrated into healthcare, education, cybersecurity, and consumer products, the conversation is shifting from “move fast” innovation toward governance, safety, compliance, and operational risk. KD explains why engineers who understand AI governance, security, and system reliability will become increasingly valuable.

We also cover the massive compute partnership between Anthropic and SpaceX AI’s Colossus supercomputer facility. Anthropic gaining access to over 300 megawatts of compute power highlights a major shift happening in tech: software is no longer the primary bottleneck. Power, chips, cooling, infrastructure, and operational scale are becoming the limiting factors in AI growth.

In this episode’s Q&A, KD explains:

What NIST is and why its standards matter
How software engineers should scope projects
What it really means to be collaborative on a technical team
How to manage engineering tasks effectively
Three practical tips for acing technical coding interviews

We close with a mindset discussion around “Be → Do → Have” and why the outcomes in your life are often the result of the actions, habits, and investments you consistently make over time.

Timestamps:

00:00 - Welcome and disclaimer

05:00 - AWS MCP servers and AI development workflows

10:00 - Why MCP servers matter for autonomous systems

15:00 - The White House reconsidering AI regulation

20:00 - AI safety, governance, and industry implications

25:00 - Anthropic’s compute partnership with SpaceX AI

30:00 - Why AI companies are becoming infrastructure companies

32:00 - Why engineers still need fundamentals in the AI era

35:00 - What is NIST and why does it matter?

40:00 - How to scope software projects effectively

42:00 - What it means to be collaborative as an engineer

47:00 - How software engineers should manage tasks

50:00 - Three tips for acing coding interviews

54:00 - “Be, Do, Have” mindset discussion

58:00 - Mother’s Day reflections and closing thoughts

DISCLAIMER: This is not professional advice. The views expressed are my own or those quoted. Consult your own legal, business, or tax advisors before making decisions based on this episode.

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