In the second part of this thought-provoking exploration, the discussion turns towards dissecting the capabilities and limitations of AI, particularly Large Language Models. The episode highlights comparisons between human and artificial intelligence, as well as LLMs functioning as sophisticated indexing or caching mechanisms for information.

How do constraints increase opportunities by introducing boundaries? What challenges do Content Management Systems face in the age of AI?

In this episode, Jeff Eaton (Partner at Autogram) discusses the complexities of building and managing digital systems, drawing on a wide range of theoretical frameworks to understand underlying patterns. The episode highlights the continuous evolution of technology and the ongoing need for structured approaches, even in the face of advancements like AI.

In this special episode, Kristof Van Tomme (Co-founder and CEO of Pronovix) and Christoph Weber (Solutions Architect at Pronovix) invited Jeff Eaton (Partner at Autogram) to discuss the implications of increasing complexity, as well as the capabilities and limitations of LLMs in the context of APIs.

If information is scattered across all the different sections of a developer portal, how can you make it easy for developers to find exactly what they are looking for? Is AI really the answer to challenges in data exploration? In this episode, Praneet Singh (Product Manager at Intuit) shares valuable insights about improving findability, as well as the emerging personas on developer portals and how repeating data patterns can be the key to serving them.

Are there negative values when opening up API programs? Can an AI agent be more than a virtual co-worker that works under supervision? In this episode, Zdenek Nemec (Founder and CTO at Superface) and Kristof Van Tomme explore the attention economy and the effects of shutting down successful social networks for profit. They also delve into the role of AI and how AI agents can change the way we use APIs and the web.

Zdenek’s availabilities: 

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In this episode, David O’Neill (APIContext) reflects on the current API landscape through the lens of global market trends and recurring cycles in the tech space. Commenting on the current AI boom, David shares some cautionary advice about AI hallucinations and the importance of an internal source of truth.

A research-heavy field can be difficult to navigate for the layperson. In this case, documentation is an invaluable bridge connecting services and customers. In this episode, Daria Lutchenko (UP42) explains the value of concise and coherent documentation that allows providers to keep up their end of the “social contract”.

How can one ensure that their business remains sustainable? What are the key principles of value-based selling? Is it possible to create a fair distribution of value? In this episode, Stefan Verstraeten (Head of Value at TomTom) discusses these questions, and explains how complexity science as a mental model can help to better understand the way things work. He also narrates his journey to superforecasting (notion of making a prediction), which is a unique initiative. 

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APIs are undergoing a transformative shift, and the mindset surrounding APIs is also evolving. In this episode, Kristof Van Tomme is joined by Alicia Miller and Joshua Markham (Verizon), and they explore the concept of APIs as utilities, what it means to approach APIs with a utility mindset, as well as the future of applications in the age of LLMs.

The key to successful architecture isn’t the beautiful design with the perfect abstractions; it is more about knowing what can go wrong and where the fragile areas are. In this episode, Barry O’Reilly (Founder at Black Tulip Technology) shares his experience as an architect with Kristof Van Tomme and points out how residuality theory can help us better understand our industry. 

They discuss topics like the three problems with software architecture, how residuality theory deals with these struggles, and how business strategy is a similar area. In their discussion, they also touch upon the field of LLMs.  

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