EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·27d ago·5 min read
Lobsters·27d ago·5 min readFrom Intern to Software Architect
TL;DR
The journey from intern to software architect involves five distinct levels of understanding, from mastering syntax to grasping the entire ecosystem surrounding an application. Each level builds on the previous one, expanding the engineer's perspective from individual code constructs to the broader context of services and infrastructure.
✦ Why It Matters
Assess your current level and identify the next area of focus to enhance your software architecture skills.
Key Takeaways
- Focus on mastering syntax and language constructs at the start.
- Understand the relationships between program files as you advance.
- Consider the entire application and its modules in your reviews.
- Expand your knowledge to include surrounding services and their interactions.
Full Summary
Engineers typically start at level - 1, where they focus on basic syntax and language constructs. As they gain experience, they progress to level - 2, where they begin to understand program files and their interconnections.
At level - 3, they view files as modules, recognizing logical relationships. By level - 4, they consider the entire application, while at level - 5, they expand their focus to include surrounding services like security and DNS.
Finally, at level - 6, they understand how multiple applications interact within a larger product ecosystem. This structured progression highlights the importance of abstraction, allowing engineers to focus on relevant details at their level of expertise.