From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
Jian Yang, Wei Zhang, Shark Liu, Jiajun Wu, Shawn Guo, Yizhi Li · arXiv: 2511.18538v1 · Summary page
A press kit for every paper: arXiv, journals and preprints. What is really new, a hype check (peer review, sample size, claims that go beyond the results), key sentences quoted word for word, questions to ask the authors, researchers who work on the same topic but did not sign the paper, and a glossary.