Departing from our typical podcast format, today’s episode is part of a presentation that I’ve been preparing about comparing 125 year old house building architecture to modern DevOps. We also analyze as things that work and don’t work.
There are a lot of home maintenance stories and comparison notes. Particularly in the back half of the episode we get into how this type of challenge relates to Operations Management.
Transcript: otter.ai/u/jf8at50nf0KKQG7Drl…?utm_source=copy_url Image by DALLE: Victorian house with the second floor redesigned in a modern style, featuring extensive use of glass. Each image also includes the porch with rockers and a poodle.
Today is a one on one discussion between me and Rocky Grover about infrastructure, infrastructure patterns, AI, and how all of these systems connect.
We think deeply about what it takes to design great systems and cover a ton of ground to connect it all back together into systems design. Rocky has a lot of depth of experience here.
In the Cloud 2030 Podcast episode on process infrastructure automation systems, Rob Hirschfeld introduces the concept of a “stochastic parrot,” emphasizing the challenge posed by AI systems that provide answers without a true understanding of the underlying process. Hirschfeld highlights the importance of comprehending the process through which decisions are made, especially as AI, like ChatGPT, becomes more integrated into various domains. The episode delves into the significance of systems thinking, stressing that understanding the process is often as crucial as knowing the output. Listeners are encouraged to explore the insightful conversation from January 17th at the2030.cloud and join the ongoing discussions.
How do we manage complexity? Today we discuss sources of complexity and explore design rules. We also talk about how you think about the systems that you’re building in ways that allow them to handle complexity gracefully.
The simple answer is to have people who are good at thinking about complex systems. Part of that is experience in looking at complex systems, seeing how they operate and being ready to deal with that type of thing like training pilots.
How we get to that insight is really significant, and it impacts how you build teams and systems. In addition to how you build systems that defend themselves that are naturally complex, but have the right defense mechanisms to make them more stable over the long term.
In the June 28th episode, Rob Hirschfeld delves into the topic of complexity, emphasizing the inevitability of complex systems in real-world scenarios. The discussion highlights the importance of training individuals to navigate and manage complex systems effectively, suggesting that exposure and interaction with complexity are critical learning experiences. The key takeaway underscores the need for proactive training to equip individuals with the skills to handle and defend complex systems, ultimately preventing the creation of increasingly fragile structures. For a comprehensive exploration of the human element in dealing with complexity, listen to the entire podcast at the2030.cloud and join the ongoing discussions.
Making automation safe is essential to making it usable at scale. How do we make automation safe? We found a lot of great insights drawing from space craft design, aircraft, aircraft design and other systems where safety is super important.
Automation is a force multiplier. If we don’t factor in safety when we build it,then we could create a lot of harm in systems from wasteful spending to actual injury. These designs have very real implications.
In the Cloud 2030 Podcast on March 15th, Rob Hirschfeld underscores the critical importance of automation safety in system design. Emphasizing the need for thorough testing, he discusses how safety, especially in complex systems like airplanes and spacecraft, requires continuous testing and monitoring. The conversation delves into the significance of not just completing tasks but also exercising and testing systems in various scenarios to ensure their safety. To explore these insights further, listen to the full episode on March 15th at the2030.cloud and participate in the ongoing discussions.
