Dragos Alex Marincas

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.