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Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MC ...

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I lean on it for the things third-party tools guess at - true keyword footprint, which queries are losing clicks month over month, and CTR signatures that reveal owned featured snippets (position ≤1.5 ...