When I started my studies in computer science over 40 years ago, we learned to read functional specifications and then translate them into machine instructions (COBOL, FORTRAN, Pascal, etc.). It was the training of a programmer. I knew that one day I could become the person who writes functional specifications. I didn’t become a programmer, nor did I work in the development world.

Due to my recent experience with Claude AI, Claude Code, and Vercel to create custom applications, I realize that I have become the one who writes functional specifications, but for processing by artificial intelligence. What does this tell me about the profession of a software developer? The need to write specifications remains essential, if not more so, even with powerful tools like AI. I think it’s a valuable lesson.

I just finished reading about the service openrouter.ai. I was curious to understand the purpose of this service as well as its business model. I saw several instances of this service being used in n8n workflows. The problem I see with this service is that it makes the consistency of the quality of responses from the requested LLMs even more unpredictable. Each request could be handled by LLMs with different characteristics and performance from one time to another. I’ll pass on this, but I still learned something tonight.

Today, I’m excited to share my latest idea and creation: a website collecting my Micro.blog posts, monthly digests. What, another website? Yup.

In case you didn’t know, Micro.blog has a newsletter capability. My blog offers readers the opportunity to subscribe to a monthly blog post digest delivered to their inboxes. Plus, each digest is also available as a webpage (here’s the index page if you are curious). It’s a great way to get a quick overview of everything I published for a specific month. Of course, the whole thing is searchable.

But one day, I tried feeding one digest into ChatGPT and started asking questions about it. It was a revelation. Eventually, I asked for a structured summary, and ChatGPT promptly complied, returning a beautifully formatted summary. I spent quite some time reading the output, and I was blown away by how accurate and complete it was. This is where the idea of creating a new website to store and share those summarized digests. I think it’s a great way to get up to speed with my blog for newcomers or for people who might have missed a few months.

So, here we are, digests.numericcitizen.me is born. For now, you’ll find the summary of last month, but each month will be added as a single article. An AI-generated summary (by Micro.blog) describes the current month, and you need to click the title to get all the content. I plan to add some other highlights to this site. Stay tuned and enjoy.