Weekly Digest #150

Articles

4 lessons from launching an LLM chatbot

• Finding gaps in the knowledge base is the surest way to improve a RAG app
• Evaluate the RAG app end to end using GPT-4
• A/B test to evaluate different prompt strategies
• Evaluate retrieval in isolation

Generative AI’s Act Two

7 Habits of Highly Effective Software Engineers

1. prioritize prototyping to test ideas
2. refine their effort estimation skills
3. conduct prompt code reviews
4. maintain comprehensive documentation
5. engage in open technical discussions
6. focus on task completion
7. exhibit an innate curiosity about new technologies and broader contexts

Tutorials

How I Track My Resume in Git

going from 0 to 600+ users in six weeks

Tools

perspective, A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

lychee, Fast, async, stream-based link checker written in Rust. Finds broken URLs and mail addresses inside Markdown, HTML, reStructuredText, websites and more!

Off-topic

Exploring EXIF

BlueSea Frontier Compute Cluster: The Future of AI Innovation