🏷️ Posts Tagged "#Context engineering"

image of a robot in a small messy office labeled 200k tokens with lots of papers flying around; second image of robot with swirly eyes in a larger messy office labeled 1M tokens
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Context, optimized - The next season of agents (Part 3)

A breakthrough in parallelization depends on efficiently orchestrating long-running loops and short-running tasks, using the new tools discussed in part 2. What is the main challenge as we push these limits? The biggest issue with long-running loops today is context collapse, which invariably occurs when something goes off track in the agentic workflow. Even when everything works as intended, LLMs still struggle, with a decline in the LLM's attention and intent detection often attributed to context rot.
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