1 Introduction

2 The Spark of Code Intelligence

3 An Odyssey of Pre-train and Fine-tune

4 The LLM Era: A New Frontier

5 Synergies in Machine Intelligence

6 Real-World Applications

7 Opportunities and Future Directions

8 Conclusion