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Deep Dive: Foundations & Training Systems1 / 2

2 min lesson

Post-training pipeline end to end

Explain the order in "Post-training pipeline end to end", then say how you would verify the result.

Step 1 of 2

A state-of-the-art coding agent isn't one training run. It's a pipeline where each stage constrains the next and Cursor research owns decisions across all of them - including which base model to even start from.

Cursor has published that Composer 2Cursor's in-house agentic coding model: frontier-level coding quality at high speed and low cost, built as a software-engineering specialist rather than a general-purpose model. Press Enter for the full definition. continued pretraining on a code-heavy mix before any preference work, which is a real, defensible choice you can speak to. Knowing the order of stages and what each one is good at, lets you reason about where a problem you're handed actually lives.

BASE MODEL TO SHIPPED AGENT

Interactive diagram. Step through it with the Next and Previous controls below, or Tab to a region to read its detail.

diagram: flow

Each stage constrains the next; RL is the optimization gate where reward, not imitation, takes over.