Thoughts & Insights

Thought Leadership

On AI strategy, implementation, and the gap between the two.

Lessons from building AI architecture at scale — including the hard parts that don’t make it into…
ai-strategysoftware-engineeringenterprise-architecture
7 min read

Lessons from building AI architecture at scale — including the hard parts that don’t make it into…

Lessons from building AI architecture at scale — including the hard parts that don’t make it into the case studies.Source: Who doesn’t love a blueprint? — Renovation of Damrak 70 for the firm C.J....

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Context Is All You Need
context-engineeringgenaiai
9 min read

Context Is All You Need

What makes one AI feel magical while another falls flat? I believe the difference is rarely a bigger model or a cleverer trick — it’s the context wrapped around the model’s decisions. That’s why...

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Mastering AI Conversations: The Art of Prompt Engineering
artificial-intelligencelarge-language-modelsai
9 min read

Mastering AI Conversations: The Art of Prompt Engineering

Source: unsplash.comIn the ever-evolving field of artificial intelligence, a new discipline has emerged: prompt engineering. This burgeoning field focuses on the development and optimization of...

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ChatGPT: a deep dive
artificial-intelligencechatgptai
11 min read

ChatGPT: a deep dive

Source: https://unsplash.comThe ChatGPT (Chat Generative Pre-trained Transformer) is a large-scale language model developed by OpenAI. It is trained on a massive dataset of text and can generate...

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AWS Deployment Framework: the good, the bad, and the ugly
aws-organizationscloud-landing-zoneaws-deployment-framework
13 min read

AWS Deployment Framework: the good, the bad, and the ugly

The AWS Deployment Framework (ADF) is an open-source project that was created and is maintained by AWS Professional Services. This tool is an extensive and flexible framework to manage and deploy...

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Pull request best practices
agile-best-practicesteam-collaborationteamwork
6 min read

Pull request best practices

Best Practices for Code ReviewCode review is a good way to propose and collaborate on changes to a repository, often done via a Pull Request (alias Merge Request). Although a pull request is...

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Definition of Done
leanagileteam
6 min read

Definition of Done

The (written) unwritten guide to create a definition of doneScrum joke from Scrum.orgDefinition of Done is a shared understanding of what it means for complete work. In other words, is a checklist of...

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Why it is worth learning Golang
programmingconcurrencygolang
17 min read

Why it is worth learning Golang

Source: https://github.com/ashleymcnamara/gophersThere are many references on how to do a simple Hello World in Go, but I would like to talk about other aspects with you. Let’s bring to the table the...

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I publish regularly on Medium about AI architecture, strategy, and the practical realities of building AI systems.

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