Loop Engineering Mastery
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Demonstrate Foundations — Feedback, Computing & First Loops competence: complete the Day 1–15 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C2 Understand
Demonstrate LLMs, Prompting & the Agentic Loop competence: complete the Day 16–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C3 Apply
Demonstrate Orchestration, Memory & Retrieval competence: complete the Day 31–45 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C4 Analyse
Demonstrate Evaluation, Observability & the Verifier competence: complete the Day 46–60 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C4 Analyse
Demonstrate Production, Security & Governance competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C5 Evaluate
Demonstrate Autonomous Loops, Optimization & Mastery competence: complete the Day 76–90 builds, explain the underlying theory, and defend the phase artefact under live questioning.
C6 Create
Phases & skills
| Phase | Topic | Outcomes | Deliverable | Skills |
|---|---|---|---|---|
| 1 | Foundations — Feedback, Computing & First Loops Days 1–15 · C2 | CO1 | CAPSTONE (Phase 1) — Your first engineered loop | |
| 2 | LLMs, Prompting & the Agentic Loop Days 16–30 · C3 | CO2 | CAPSTONE (Phase 2) — A from-scratch agentic loop that ships | |
| 3 | Orchestration, Memory & Retrieval Days 31–45 · C4 | CO3 | CAPSTONE (Phase 3) — Durable RAG agent with memory & HITL | |
| 4 | Evaluation, Observability & the Verifier Days 46–60 · C4 | CO4 | CAPSTONE (Phase 4) — Fully evaluated & observable loop | |
| 5 | Production, Security & Governance Days 61–75 · C5 | CO5 | CAPSTONE (Phase 5) — Hardened production loop | |
| 6 | Autonomous Loops, Optimization & Mastery Days 76–90 · C6 | CO6 | MASTERY CAPSTONE II — Build & ship the platform |