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A hot take arguing that context windows are a distraction from the real problem of AI memory, which remains unsolved and leads to forgetting context and duplicating bad info.
Context forking is a technique used by coding agents to rewind the conversation history, allowing developers to reuse high-quality context, save time and tokens, and explore different design paths. This guide explains how to use context forking effectively.
A comprehensive guide on building reliable AI agents, explaining core components of perception, decision logic, and action interface, with insights from a former Meta engineer.