EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 14·5 min read
Maximizing the value of your Claude Code sessions
TL;DR
Efficient Claude Code sessions can be maximized by managing context and utilizing prompt caching effectively, leading to reduced token usage and improved productivity.
✦ Why It Matters
Start managing your Claude Code sessions today to reduce token costs and improve coding efficiency.
Key Takeaways
- Use /clear to reset context between tasks.
- Leverage prompt caching to minimize token costs.
- Employ subagents for specific tasks to avoid unnecessary context.
- Run /model and /effort commands to confirm settings in fresh sessions.
How It Works
Claude Code manages token usage through a two-phase process: prefill and decode. During prefill, input tokens are processed, while decode generates output tokens.
Efficient use of prompt caching allows previously processed tokens to be reused, reducing costs significantly.