Phase 1 MVP
Build career momentum with visible, repeatable progress.
Single-user private mode
Learning Path
LLM App Foundations
Learn the product and systems primitives behind useful LLM applications.
0% complete
intermediate · 16 hours
Lesson 1
Prompt, context, tools, and memory
Map the core components of an LLM application before choosing frameworks.
Lesson 2
Request lifecycle of an LLM feature
Trace a user request from UI input to final response and logging.
Lesson 3
Guardrails and structured outputs
Constrain outputs with schemas, system prompts, and approval boundaries.
Lesson 4
Cost, latency, and failure budgets
Make tradeoffs visible instead of treating providers like magical black boxes.
Lesson 5
Portfolio slice: ship one narrow assistant well
Design a focused feature instead of a vague chatbot.