Equation 2 · Part 1 · Ten Failure Modes That Define Production AI Agent Architectures
Symbol n
What this part means
n is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Its job in the formula
n is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol n→Article meaning
The passage around this formula
A simplified model makes the handoff-chain version of this concrete. Suppose each handoff in a sequential chain of agents preserves only a fraction c (0,1) of the decision-relevant context generated before it — the rest summarized away, dropped, or simply never passed, as when a subagent returns only a final message rather than its working trace. After n sequential handoffs, the fraction of the original context still available at the far end of the chain is
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
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Sources cited in the article section
- [3] Subagents in the SDK ↗
- [5] Handoffs ↗
- [2] How we built our multi-agent research system ↗
- [1] Why Do Multi-Agent LLM Systems Fail? ↗
These citations provide research context; check each source for the exact claim it supports.