References (seed bibliography)
Only sources we intend to cite. Items marked [VERIFY] need URL/edition check before chapter publication. Never invent citations.
Models, sampling, context
- Vaswani et al., 2017. Attention Is All You Need. arXiv:1706.03762
- Liu et al., 2023. Lost in the Middle: How Language Models Use Long Contexts. arXiv:2307.03172
- Wei et al., 2022. Chain-of-Thought Prompting Elicits Reasoning in Large Language Models. arXiv:2201.11903
- Holtzman et al., 2020. The Curious Case of Neural Text Degeneration. arXiv:1904.09751
Agents & tools
- Yao et al., 2022. ReAct: Synergizing Reasoning and Acting in Language Models. arXiv:2210.03629
- Anthropic. Building Effective Agents. Engineering publication, 2024. [VERIFY URL]
- Shinn et al., 2023. Reflexion. arXiv:2303.11366
Memory
- Packer et al. / MemGPT line. MemGPT: Towards LLMs as Operating Systems. [VERIFY exact citation]
- Survey literature on cognitive memory types for agents — select carefully; [VERIFY]
Serving, caches, systems
- Kwon et al., 2023. Efficient Memory Management for LLM Serving with PagedAttention (vLLM). SOSP.
- Zheng et al., 2024. SGLang: Efficient Execution of Structured Language Model Programs. arXiv:2312.07104
- Vendor docs: prompt caching / prefix caching (OpenAI, Anthropic, etc.). [VERIFY per vendor]
Distributed systems & logs
- Lamport, 1978. Time, Clocks, and the Ordering of Events in a Distributed System. CACM.
- Kleppmann, 2017. Designing Data-Intensive Applications. O’Reilly.
Protocols
- Model Context Protocol — official documentation. https://modelcontextprotocol.io [VERIFY]
- Agent2Agent (A2A) — official specification / docs. [VERIFY URL]
Security
- OWASP Top 10 for LLM Applications. [VERIFY edition]
- Indirect prompt injection literature (e.g. Greshake et al. and follow-ons). [VERIFY]
Evaluation
- Zheng et al. Judging LLM-as-a-Judge… (MT-Bench / Chatbot Arena line). [VERIFY]
- Agent evaluation surveys / benchmarks — cite specifically per claim; [VERIFY]
Governance & risk
- Board of Governors of the Federal Reserve System. SR 11-7: Guidance on Model Risk Management. 2011.
- EU AI Act — official text for high-level mapping only; [VERIFY] jurisdiction applicability
- ISO/IEC 42001 — AI management systems; [VERIFY] when citing requirements
Durable execution / workflows
- Temporal documentation (concepts: workflows, activities, determinism). [VERIFY]
- Cloud workflow engine docs as emerging practice — label as such
Math / control (light touch)
- Sutton & Barto. Reinforcement Learning: An Introduction — selected MDP/POMDP sections. [VERIFY edition]
- Pearl. Causal Inference primers — only for Ch 44 intuition; [VERIFY]
How to add a source
- Add here with stable identifier (arXiv, DOI, official URL).
- In chapter, cite sparingly and state what claim it supports.
- If you cannot verify, use
[VERIFY SOURCE]inline and leave a note in the PR.