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Free LLMOps course

LLMOps for Reliable AI Applications

Module 04

Unit Tests for Prompts, Schemas, and Tools

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

  1. Unit 04.00: Unit Tests for Prompts, Schemas, and Tools: Connect the user task to a measurable failure mode
  2. Unit 04.01: Unit Tests for Prompts, Schemas, and Tools: Create eval cases, fixtures, and acceptance checks
  3. Unit 04.02: Unit Tests for Prompts, Schemas, and Tools: Capture traces, metrics, logs, latency, and cost notes
  4. Unit 04.03: Unit Tests for Prompts, Schemas, and Tools: Review regressions, red-team cases, and release gates
  5. Unit 04.04: Unit Tests for Prompts, Schemas, and Tools: Write the reliability recommendation

Module work