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2025

  1. If you don't have the data available, implementing an AI use case becomes a data

    If you don’t have the data available, implementing an AI use case becomes — in the projects I’ve seen — a data gathering death march, often crossing organizational boundaries. Instead of spending 80% …

    AI Ā· Architecture

  2. This morning I was late for work, but I got diffused by something worthwhile. I stumbled across a be

    This morning I was late for work, but I got ā€œdiffusedā€ by something worthwhile. I stumbled across a beautifully crafted video that provides excellent intuition on how diffusion-based AI image generati…

    AI Ā· Innovation

  3. Being in the industry for many years in different roles, this resonates deeply with me. Expert versus Generalist.

    Being in the industry for many years in different roles, this resonates deeply with me. Expert versus Generalist. Highly recommend to have a read of Constantin’s article and a deep dive on the blog po…

    Career Ā· SoftwareEngineering

  4. Stefan, why are you still with AWS after already being there for so long - currently 8 years?

    Stefan, why are you still with AWS after already being there for so long - currently 8 years? I get this question constantly, in countless variations. My honest answer is always the same: it’s the peo…

    Leadership Ā· Career

  5. Yesterday I took—after a long break of 5 years—an AWS Certification: The AWS Certified AI Practitioner[4].

    Yesterday I took—after a long break of 5 years—an AWS Certification: The AWS Certified AI Practitioner[4]. I wanted to take a moment to share my thoughts on the exam and help you determine if this wou…

    AI Ā· AWS Ā· Career

  6. I just signed up for the Software Architecture Superstream: Architecture Patterns and Antipatterns f

    I just signed up for the ā€œSoftware Architecture Superstream: Architecture Patterns and Antipatterns for AIā€[1] which is taking place at 12th August CEST late afternoon. The lineup of speakers and topi…

    AI Ā· Architecture

  7. Traveling at light speed with open eyes is awesome, but sometimes you should look

    Traveling at light speed with open eyes is awesome, but sometimes you should look back… On my way back from the Alps, I spent quality time with colleagues and partners from the Media & Entertainment i…

    AI Ā· AIAgents Ā· AWS Ā· Media

  8. Yesterday I turned torture - a long 3-country car ride - into an entertaining learning opportunity.

    Yesterday I turned torture - a long 3-country car ride - into an entertaining learning opportunity. I listened to the incredible Lex Fridman podcast with David Heinemeier Hansson (DHH), creator of Rub…

    SoftwareEngineering Ā· DeveloperTools

  9. Today I had a brief coding session with the newly launched Kiro [1]: a new agentic IDE that works alongside you from prototype to production.

    Today I had a brief coding session with the newly launched Kiro [1]: a new agentic IDE that works alongside you from prototype to production. I selected a use case I had previously coded myself, which…

    AI Ā· DeveloperTools Ā· AIAgents Ā· AWS

  10. I like Adrian's 2nd thought. Amazing to see how technology advancement keeps lifting the level of abstraction.

    I like Adrian’s 2nd thought. Amazing to see how technology advancement keeps lifting the level of abstraction. While I learned some assembler back in the old days, pretty soon it wasn’t anything I was…

    SoftwareEngineering Ā· Innovation