Agent Engineering
Agent Engineering Landscape
A complete knowledge map of the four pillars: Tools, Memory, Execution, and Engineering · 14 knowledge nodes.
Knowledge Map
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Node Details
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Key Numbers
~60
Token/tool def
128K
Context window
60→95%
Compression threshold
768
Vector dimension
50 Rounds
Max iterations
200K
Output char limit
Agent = LLM
+
Tools
+
Memory
+
Loop
+
Engineering
LLM provides intelligence, tools provide capability, memory provides continuity, loops provide autonomy, and engineering provides stability. None of the five can be omitted.