EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Aug 13·5 min read
Let Them Write RFCs
TL;DR
A software engineer explores the challenges of using large language models (LLMs) to tackle complex projects, leading to multiple iterations of a markdown file. The experience highlights the importance of understanding the problem space before relying on AI tools.
✦ Why It Matters
Before using AI tools, ensure you fully understand the problem to avoid costly mistakes.
Key Takeaways
- Use RFCs to clarify problems before coding.
- Iterate on drafts to deepen understanding of issues.
- Avoid rushing to solutions with LLMs.
- Discard poor code drafts to learn from mistakes.
How It Works
By asking LLMs to produce RFCs, the author shifts focus from immediate solutions to understanding the problem. This process involves iterative revisions, which help clarify the problem's scope and potential solutions, ultimately leading to better code.