Jargonautica
Controlling and Extending Behaviour at Run Time

Prompt Chaining

Splitting work into several small prompts, each doing one thing, rather than one large prompt doing everything. Each step is easier to test, easier to fix, and less likely to have its instructions half-ignored. The cost is more calls, more latency and more places to fail.

Technical view

A pipeline where each stage’s output feeds the next, with validation between stages permitting early failure and targeted retry. Improves reliability by reducing per-call instruction complexity, and improves observability since each stage can be evaluated independently. Trade-offs are cumulative latency, cost, and error propagation, where an early stage’s mistake is faithfully elaborated by every stage after it.


Part of AI Terminology Index, section: Controlling and Extending Behaviour at Run Time.

How it connects

Prompt Chaining links to 4 other terms. The faint lines are links between those terms. See it in the full graph.

Latency, Throughput and Time to First TokenLatency, Throughput…Prompt EngineeringPrompt EngineeringWorkflow Versus AgentWorkflow Versus Age…Ablation StudyAblation StudyPrompt Chaining