Why this blog?

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Whenever I come across a problem I look on google for answers. Every now and then the answer is not straightforward and I have to do some ingenious thinking. This blog allows me to share my finding with other developers.

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"Security Is Our Top Priority" is BS

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A couple of years ago I was asked to give a conference talk about software security. Well, actually I wasn't really asked, my company bought a sponsorship package with a speaker slot and I replied to the internal email asking for volunteers  🤣  Anyway, while preparing my talk, I realized a couple of important points about security that have not left my mind since: Security is limitless . You can always spend more effort to make things more secure. The same goes for quality, safety, employee happiness, etc. The needs of security are opposed to the needs of a convenient user experience . Improving one typically hurts the other. Now some organizations say "Security is our #1 priority". Really? You want to make something that has no limits your number one priority? I mean security is a good thing, but this seems a bit too simple? In fact, hollow marketing claims like that can make me a bit angry. In this post I'll help you understand what to make of statements like that...
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AI programming tools should be added to the Joel Test

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Here's a wake-up call to all CTOs: AI programming tools are getting freaking amazing and if you don't allow your teams to use them somehow, it will bite you in the ass in a couple of years. You will be slower and you will lose your best people. The infamous Joel Test is a list from the year 2000 of 12 things all great software companies do. Since then most companies have implemented Git and CI/CD, checking of three items, so we have some space left in the 2024 update ;) I believe "Do you allow your developers to use AI assisted development environments?" is a necessary addition. I get that you don't want your source code to end up on some OpenAI / Microsoft / Github server somewhere, sure, but find a way to use your own models or learn to live with it. Note that this is often not the same as "#9 - Do you use the best tools money can buy?" as blocking AI tools is about data security, not money. So why do I think developers need AI programming tools? I...
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The long long tail of AI applications

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Last year multiple companies asked me for advice. " We are evaluating this AI powered product, but do you think it makes sense at all? It seems a bit niche and we think ChatGPT might make this entire thing obsolete soon. " Long tail - credit to Wikipedia My answer so far has always been: "No, bare LLMs are not going to compete with this product." I think that people are failing to understand the distinction between different classes of AI companies. I see it like this: Foundational AI - creating models like GPT-4 (text), Sora (video) etc. Applied AI - using existing models to create smart applications. Note that there are also companies not focusing on AI - they will start lagging behind, let's forget about them ;) There are orders of magnitude  (!)   more companies that will deal with Applied AI than Foundational AI, and they will be very busy for decades to come. Here's why: To get the most out of LLMs, you have to ask the right questions. LLMs have acc...
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