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Learning Path
LLM Application Engineering
Build reliable model-backed product behavior beyond a chat demo.
- Learning goal
- Design model calls, state, context, streaming and fallback as application responsibilities.
- What you will build
- A production-ready LLM application architecture.
Local learning evidence
0 / 12 available Guides read0 / 1 Practices completed
Counts only published Guides and Practice completion signals; page views are never presented as mastery.
Course structure
Context and conversation state
6 topics- Finite context budgetGuide
6 min - Context structure and cache-friendly stabilityConcept · Guide expanding
- Context compactionCompaction vs critical-information retentionGuide
7 min - Context managementGuide
7 min - Prompt caching and stable prefixesConcept · Guide expanding
- Conversation stateConversation state belongs to the applicationGuide
7 min