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