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LLM Project Lifecycle (Infographic)

LLM project lifecycle infographic

The six phases

  1. Problem framing — is this actually an LLM-shaped problem?
  2. Data & context — what does the model need to see to be useful?
  3. Prototype — build the thinnest end-to-end slice with prompting + RAG.
  4. Evaluate — write evals before you optimize anything.
  5. Ship — add guardrails, cost controls, observability.
  6. Iterate — update prompts, chunks, and models as the world changes.