What are the SOTA methods for context management assuming the agent runs with its tool calls without any break? Do you flush GPU tokens/adjust KV caches when yo

What are the SOTA methods for context management assuming the agent runs with its tool calls without any break? Do you flush GPU tokens/adjust KV caches when you need to compress context by summarizing/logging some part?