Missing reference: SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation

**Paper**: SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation
**Link**: https://arxiv.org/abs/2607.08983 (arXiv, 9 July 2026)
**Disclosure**: I am one of the authors.

**Suggested section**: 5. Methods/Models for Downstream Tasks -> Testing and Deployment -> [Test Generation](https://github.com/codefuse-ai/Awesome-Code-LLM#test-generation)

**Suggested placement**: at the end of that list, after "TestExplora: Benchmarking LLMs for Proactive Bug Discovery via Repository-Level Test Generation" [2026-02] and before the Oracle Generation heading, which keeps the entries in date order.

**Ready to paste**:

```markdown
- "SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation" [2026-07] [[paper](https://arxiv.org/abs/2607.08983)]
```

Start at the linked Test Generation section in the Awesome-Code-LLM list and locate the TestExplora entry before the Oracle Generation heading. Add the provided SCATE markdown entry in that position; it is done when the paper link renders and the list remains in date order.

Written by the indexing model from the issue text.