翻译记录

• Gemma 4 Technical Report
  https://arxiv.org/html/2607.02770v1
• Harness Engineering for Self-Improvement | Lil'Log
  https://lilianweng.github.io/posts/2026-07-04-harness/
• LangChain and NVIDIA Launch NemoClaw Deep Agents Blueprint
  https://www.langchain.com/blog/langchain-and-nvidia-launch-the-nemoclaw-deep-agents-blueprint
• Back Button
  https://www.databricks.com/blog/benchmarking-coding-agents-databricks-multi-million-line-codebase
• COMBINE-lab - Fable is not a useful model
  https://combine-lab.github.io/blog/2026/07/07/fable-is-not-a-useful-model.html
• Ten Years Away: Designing an Interactive Comic for Studio375’s Tenth Anniversary | Codrops
  https://tympanus.net/codrops/2026/07/08/ten-years-away-designing-an-interactive-comic-for-studio375s-tenth-anniversary/
• Rewriting Bun in Rust | Bun Blog
  https://bun.com/blog/bun-in-rust
• The CNCF Data Storage in Cloud Native AI White Paper | CNCF
  https://www.cncf.io/report-whitepaper/2026/07/08/the-cncf-data-storage-in-cloud-native-ai-white-paper/
• Dan McKinley :: Choose Boring Technology
  https://mcfunley.com/choose-boring-technology
• X 上的 Sergio Paniego：“Distillation in 2026 (so far): which frontier models use it and how ” / X
  https://x.com/SergioPaniego/status/2074863503312044499
• Your Kafka Infrastructure Just Became Optional | by Vedprakash | Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science | Jul, 2026 | Medium
  https://medium.com/snowflake/your-kafka-infrastructure-just-became-optional-8b72a40250e2
• Six Things Enterprise Architects Get Wrong About the Operational–Analytical Chasm — and How to Close the Agentic Loop | by Saša Mitrović | Snowflake Builders Blog: Data Engineers, App Developers, AI,
  https://medium.com/snowflake/six-things-enterprise-architects-get-wrong-about-the-operational-analytical-chasm-and-how-to-4d98b6306d7c
• Back Button
  https://www.technologyreview.com/2026/07/07/1139413/the-foundational-elements-of-ai-architecture-that-it-leaders-need-to-scale/
• https://www.shankuehn.io/post/your-llm-has-a-spending-problem-how-prompts-context-windows-and-agent-loops-quietly-torch-your-b
  https://www.shankuehn.io/post/your-llm-has-a-spending-problem-how-prompts-context-windows-and-agent-loops-quietly-torch-your-b
• Survey Says: Agentic AI Penetrates the Enterprise, but Some ROI Questions Remain - Battery Ventures
  https://www.battery.com/blog/survey-says-agentic-ai-penetrates-the-enterprise-but-some-roi-questions-remain/
• Radar Trends to Watch: July 2026 – O’Reilly
  https://www.oreilly.com/radar/radar-trends-to-watch-july-2026/
• X 上的 ClaudeDevs：“Getting started with loops ” / X
  https://x.com/ClaudeDevs/status/2074208949205881033
• How Schneider Electric Built Their LLMOps Foundations With LangSmith
  https://www.langchain.com/blog/how-schneider-electric-built-their-llmops-foundations-at-enterprise-scale-with-langsmith
• Using AI Wisely Starts Before The First Prompt - Unmeshed
  https://unmeshed.io/blog/using-ai-wisely-starts-before-the-first-prompt
• ML Job Interviews: The Ultimate Guide – Silvia Sapora
  https://silviasapora.github.io/blog/ml-interviews.html
• X 上的 Michele Catasta：“Continual Learning for Agents” / X
  https://x.com/pirroh/status/2074118901143679414
• 8th Light | Structured Agentic Development on a Real Codebase
  https://8thlight.com/insights/teaching-the-agent-our-craft-structured-agentic-development-on-a-real-codebase
• Group
  https://thenewstack.io/ai-open-source-newcomers-study/
• How Prompt Tuning Improved GPT-5.5 in VS Code
  https://code.visualstudio.com/blogs/2026/07/06/optimizing-vscode-coding-harness-model-providers
• Harness Engineering for Self-Improvement | Lil'Log
  https://lilianweng.github.io/posts/2026-07-04-harness/
• https://cloud.google.com/blog/products/management-tools/cloud-monitoring-adds-long-lookback-alert-policies-for-promql/
  https://cloud.google.com/blog/products/management-tools/cloud-monitoring-adds-long-lookback-alert-policies-for-promql/
• Not everything should cost a token: the case for deterministic AI | Vybe Blog
  https://www.vybe.build/blog/learn-what-not-to-tokenize
• Recreate Our 1-Minute Seedance 4K Film - The Full Seedance 4K Breakdown With All Prompts
  https://higgsfield.ai/blog/seedance4k-breakdown
• Emily Campbell - The Layers of AI experience
  https://emilycampbell.co/writing/layers-of-ai-experience
• Speaking to AI Agents like Cavemen Saves 65% of Tokens. We Test.
  https://blog.jetbrains.com/ai/2026/07/speak-to-ai-agents-like-cavemen-tosave-tokens/