How Together AI Uses AI Agents to Automate Complex Engineering Tasks: Lessons from Developing Efficient LLM Inference Systems
Analysis
The article focuses on Together AI's approach to automating engineering tasks using AI agents, specifically highlighting their experience in accelerating LLM inference. The core message revolves around building AI agents for complex, long-running engineering projects and learning from a case study on speculative decoding for LLM inference.
Key Takeaways
- •Focus on using AI agents for automating complex engineering tasks.
- •The article highlights a case study on accelerating LLM inference.
- •The specific technique mentioned is speculative decoding.
Reference
“Build AI agents for complex, long-running engineering tasks. Learn key patterns from a case study: accelerating LLM inference with speculative decoding.”