I didn't realize how much time I spent on cleanups until regex let me stop.
Query construction for conversation_search. It's a text match — the query needs words that actually appeared in the original discussion. That means content nouns (the topic, the proper noun, the ...
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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