The memory managed by DOS (the “memory arena”) starts out as a single contiguous block. It begins just past the end of statically allocated memory and ends at the end of conventional memory. The available memory can be subdivided into smaller blocks through allocation. After a number of cycles of allocating and freeing memory, the available memory may be split up into a relatively large number of blocks, often a mix of free and used memory.
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Other systems focus on orchestrating multiple specialized agents. Tools like Microsoft's AutoGen use event-driven architectures that allow distinct agent personas to communicate, share memory, and execute code in isolated environments. Setting these up requires programming knowledge though, so it’s not a completely code-free tool. Without proper configuration, interacting agents can fall into conversational loops, failing to complete their objectives while continuing to consume API credits.