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Architecture patterns, failure modes, and operational lessons from building production agent systems.
A composable framework for managing agent memory within the context window using three buffers — summary, scratchpad, and context budget. Includes Python code examples.
Vladimir Kesler · May 26, 2025 · 8 min read