"Netflix senior engineer Tejas Chopra created 'Project Headroom' to prune redundant tokens before they reach LLMs. The tool has saved users an estimated $700,000 since January by compressing logs, JSON, and metadata. It features reversible compression, allowing the LLM to retrieve original data if necessary."