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关于 AI 基础设施、MLOps、模型以及上线生产的实操指南。
Enterprise Agentic Frameworks: LangChain, LangGraph & Airflow 3
Operational guide to LangGraph agents, LangSmith evals, and Apache Airflow 3 schedules — with Workstation promotion and edge patterns.
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AI GPU Workstations: NVIDIA DGX Spark/Station & Mac Studio M5
How Workstation maps NVIDIA DGX Spark, DGX Station, and Mac Studio M5 into AI Labs and SME packages — factual positioning, no invented prices.
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How to Deploy Secure AI Agents in Healthcare
AI agents can book appointments, take payments and support clinical work. Here is how healthcare teams can give them the right access, and no more.
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WSLProxy WAF Engine v2: Enterprise Enforcement You Can Explain
Workstation WSL Proxy WAF Engine v2: governed stages and signatures on the OpenResty hot path — explainable enforcement with support IDs.
Balinder Walia阅读 WSL Proxy WAF: Explainable Web Application Firewall at the Edge
Workstation WSL Proxy WAF: governed stages and signatures on a live-config OpenResty edge — monitor or block, with explainable support IDs.
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Every Release Earns Production: Making Promotions Boring and Safe
Ring Promoter makes promotion a protocol: health-gated hops through int → test → acc → prod, auto-rollback, and full history — every release earns production.
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Ring Promoter — 生产前的 QA 门
Ring Promoter QA 门：自动升级早期环，在产品发布前保留人性门，并将运行状况加上版本检查视为一流的质量门。
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揭示 LLM 瓶颈：可观测性、OTEL 和成本控制
Workstation 通过可观察性揭示 LLM 代理瓶颈：OpenTelemetry、Prometheus/Grafana/Thanos、Langfuse — 具有明确的优缺点、成本杠杆和保护利润的使用指标。
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