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Production & operations

Failure taxonomy, improvement flywheel, labelling operations and incident response

Failure taxonomy, improvement flywheel, labelling operations and incident response.

Target proficiency: Applied

Course outcomes

  • MST 501 CO1

    Demonstrate Foundations & Agent Architecture competence: complete the Day 1–15 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 501 CO6

    Demonstrate Production, Operations & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 502 CO6

    Demonstrate Advanced, Autonomous & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 506 CO4

    Demonstrate Evaluation, Observability & Retrieval Quality competence: complete the Day 46–60 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 508 CO6

    Demonstrate Production LLMOps, Security & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.

Taught in weeks & phases

Textbook chapters