Most people think AI tools just read your files and search for keywords. But that s like trying to understand a book by looking at the index. To actually be useful, an AI needs to understand the choices you made while writing the code.

Here is a look at the technical areas where we ve significantly improved Dalexor's engine to make it smarter and more secure.

1. The "Noise" Filter: How we decide what to remember Usually, a code-watcher is very annoying. It saves a new version every time you hit "Save," even if you only added a space or a comment.

Complete Data Flow

STEP 1: Local Detection

1. You save a file in your editor

2. The monitor detects the change

3. Sentinel checks the file vs last version

4. If changed, it marks the exact differences

5. Measures how important the change is

6. Detects code connections (imports)

7. Adds to local memory buffer

8. Sends grouping of changes to the cloud

STEP 2: Cloud Sending

Proud to say that I finished Dalexor MI- an ecosystem of semi-autonomous layers designed to capture, synthesize, and recall project intelligence with zero manual overhead. It is a very ambitious project, that act as neural bridge between IDE's, making AI's job much easier, making the context memory much more better, and it's not just contextual memory, but more than 9 tools that make the AI's searching easier. It's my crown jewel, my most ambitious project. It's an MCP and also I made a Python module

I've come to the conclusion that I love doing this always thinking of ideas, improving myself, developing, fixing things, and talking with people. Getting out of my comfort zone, posting content, and being online. At first it was embarrassing, but over time I've become confident. I feel that this is a big improvement for my company and my future as a developer.

New AI models pop up every week. Some developer tools like @Cursor, @Zed, and @Kilo Code let you choose between different models, while more opinionated products like @Amp and @Tonkotsu default to 1 model.

Curious what the community recommends for coding tasks? Any preferences?

So, at the age of 20, I've managed to launch not one, but two products, and I really enjoy using AI. I believe it's the future, and it's a whole race in which I'm happy that i am participating. The competition is huge, but what's a battle if there is no stake. Everyday I evolve, I learn new things and I really want to develop myself in this field as much as I can. I'm glad that I am part of this community.

So, for over a year I've started using AI to develop certain projects. But now, after one year, I've managed to make not one, but two projects. One is for my heart, and the other for the community. https://dalexor.com . If you click on it, you will see two pages. The most recent is DalexorFS. I made it because I wanted to help people who want to start making SaaS products. It helps them find good things to implement in their product, using ai and analyzer functions, they can understand what people want from a certain domain.

So, I've launched a new site, on my website. It's called DalexorFS, and I made it because I wanted to help people who want to start making SaaS products. It helps them find good things to implement in their product, using ai and analyzer functions, they can understand what people want from a certain domain.

Since I haven't been able to meet my work goals very well in the last few quarters, I now plan to approach them more systematically and not push myself too hard on work goals, as that ultimately led to problems that made my plan less sustainable.

So here is my structure and list: