https://newsletter.pragmaticengineer.com/p/how-ai-will-change-software-engineering
https://medium.com/google-cloud/the-future-of-autonomous-software-maintenance-a-dependency-update-agent-2a589a60ef21
https://huyenchip.com//2025/01/07/agents.html
| (Mon) Year | Title | Link | Notes |
|---|---|---|---|
| 2022 | ReAct paper | https://arxiv.org/abs/2210.03629 | |
| 2023 | MemGPT paper: memory for agents | https://arxiv.org/abs/2310.08560 | |
| 2025 | GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning | https://arxiv.org/abs/2507.19457 | prompt-engineering |
| 2025 | Google Whitepaper Agents: | https://www.kaggle.com/whitepaper-agents | |
| jul 2026 | The Hitchhiker's Guide to Agentic AI: From Foundations to Systems | https://arxiv.org/abs/2606.24937 | Nice overview paper |
| Jul 2026 | Google Whitepaper How agents shape the new Software Development Life Cycle | https://www.kaggle.com/whitepaper-the-new-SDLC-with-vibe-coding |
| (Mon) Year | Title/authors | Link | Notes |
|---|---|---|---|
| Mar 2025 | Challenges and Paths Towards AI for Software EngineeringAlex Gu, Naman Jain, Wen-Ding Li, Manish Shetty, Yijia Shao, Ziyang Li, Diyi Yang, Kevin Ellis, Koushik Sen, Armando Solar-Lezama | https://arxiv.org/abs/2503.22625 | |
| Jun 2025 | Who is using AI to code? Global diffusion and impact of generative AI Simone Daniotti, Johannes Wachs, Xiangnan Feng, Frank Neffke | https://arxiv.org/abs/2506.08945 | |
| Jan 2026 | https://www.anthropic.com/research/AI-assistance-coding-skills | https://arxiv.org/pdf/2601.20245 |
Huggingface Agents Course:
https://huggingface.co/learn/agents-course/unit0/introduction
Kaggle Agents Course: