翻译记录

• Building Multi-Agent Applications with Deep Agents
  https://www.langchain.com/blog/building-multi-agent-applications-with-deep-agents
• Context Management for Deep Agents
  https://www.langchain.com/blog/context-management-for-deepagents
• How to Debug & Evaluate AI Agents with Observability — LangChain Guide
  https://www.langchain.com/blog/agent-observability-powers-agent-evaluation
• Improving Deep Agents with harness engineering
  https://www.langchain.com/blog/improving-deep-agents-with-harness-engineering
• Agent Observability: How to Monitor and Evaluate LLM Agents in Production
  https://www.langchain.com/blog/production-monitoring
• Knowledge Distillation of Black-Box Large Language Models
  https://arxiv.org/html/2401.07013v2
• The Cost YAGNI Was Never About - by Kent Beck
  https://newsletter.kentbeck.com/p/the-cost-yagni-was-never-about
• Agent Evaluation Readiness Checklist
  https://www.langchain.com/blog/agent-evaluation-readiness-checklist#the-full-checklist
• Benchmarking Multi-Agent Architectures
  https://www.langchain.com/blog/benchmarking-multi-agent-architectures
• Designing Efficient Verifiers for Legal Agents
  https://www.langchain.com/blog/designing-efficient-verifiers-for-legal-agents
• https://www.langchain.com/blog/financial-ai-that-investigates-macro-trends-eu-economic-analysis-with-you-com-and-langchain
  https://www.langchain.com/blog/financial-ai-that-investigates-macro-trends-eu-economic-analysis-with-you-com-and-langchain
• https://www.langchain.com/blog/building-a-company-due-diligence-agent-with-deep-agents-langsmith-and-parallel
  https://www.langchain.com/blog/building-a-company-due-diligence-agent-with-deep-agents-langsmith-and-parallel
• How LangSmith and LangChain OSS Help You Meet EU AI Act Requirements
  https://www.langchain.com/blog/langsmith-langchain-oss-eu-ai-act
• Human judgment in the agent improvement loop
  https://www.langchain.com/blog/human-judgment-in-the-agent-improvement-loop
• How to Detect Hallucinations in Your RAG Pipeline (with Code Examples) | OpenLIT | OpenTelemetry-native GenAI and LLM Application Observability
  https://openlit.io/blogs/how-to-detect-hallucinations-in-your-rag-pipeline
• Prompt Caching with Deep Agents
  https://www.langchain.com/blog/deep-agents-prompt-caching
• The Art of Loop Engineering
  https://www.langchain.com/blog/the-art-of-loop-engineering
• Set Up Agent Observability with Langfuse & OpenTelemetry | Sparkco AI
  https://sparkco.ai/blog/set-up-agent-observability-with-langfuse-opentelemetry?utm_source=chatgpt.com
• x
  https://aws.amazon.com/blogs/machine-learning/how-amazon-finance-streamlines-regulatory-inquiries-by-using-generative-ai-on-aws/?utm_source=chatgpt.com
• Logfire vs LangSmith vs Langfuse vs Arize: AI Observability Pricing Compared
  https://pydantic.dev/articles/ai-observability-pricing-comparison
• Building self-improving tax agents with Codex | OpenAI
  https://openai.com/index/building-self-improving-tax-agents-with-codex/
• Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory | Towards Data Science
  https://towardsdatascience.com/vector-rag-isnt-enough-i-built-a-context-graph-layer-for-multi-agent-memory/
• How Claude Code works in large codebases: Best practices and where to start | Claude by Anthropic
  https://claude.com/blog/how-claude-code-works-in-large-codebases-best-practices-and-where-to-start
• Using Claude Code: The unreasonable effectiveness of HTML | Claude by Anthropic
  https://claude.com/blog/using-claude-code-the-unreasonable-effectiveness-of-html
• How Anthropic's finance team uses Claude to shape the narrative behind the numbers | Claude by Anthropic
  https://claude.com/blog/how-anthropics-finance-team-uses-claude-to-shape-the-narrative-behind-the-numbers
• PACT: Anonymous Credentials for the Web - Mozilla Hacks - the Web developer blog
  https://hacks.mozilla.org/2026/06/pact-anonymous-credentials-for-the-web/
• Developer Productivity in the Age of Generative AI: A Psychological Perspective
  https://research.google/pubs/developer-productivity-in-the-age-of-generative-ai-a-psychological-perspective/
• What makes a good agent harness
  https://pydantic.dev/articles/what-makes-a-good-harness?utm_source=X&utm_medium=social&utm_campaign=what-makes-a-great-harness
• So Long and Thanks for All the Context – O’Reilly
  https://www.oreilly.com/radar/so-long-and-thanks-for-all-the-context/
• How an Anthropic sales leader uses Claude Cowork to run a 4,000-account book | Claude by Anthropic
  https://claude.com/blog/how-an-anthropic-sales-leader-uses-claude-cowork-to-run-a-4-000-account-book