Claude Code, Claude Cowork & ChatGPT for Business Teams
Which teams should use Claude Code, Claude Cowork, or ChatGPT/OpenAI Agents — and the controls TenthMatrix recommends before production.
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Which teams should use Claude Code, Claude Cowork, or ChatGPT/OpenAI Agents — and the controls TenthMatrix recommends before production.
Operational guide to LangGraph agents, LangSmith evals, and Apache Airflow 3 schedules — with TenthMatrix promotion and edge patterns.
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.
TenthMatrix WSL Proxy WAF Engine v2: governed stages and signatures on the OpenResty hot path — explainable enforcement with support IDs.
TenthMatrix WSL Proxy WAF: governed stages and signatures on a live-config OpenResty edge — monitor or block, with explainable support IDs.
Ring Promoter makes promotion a protocol: health-gated hops through int → test → acc → prod, auto-rollback, and full history — every release earns production.
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。
TenthMatrix 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。

TenthMatrix 增强 LLMs:用于 KV 缓存的 PagedAttention 分页、vLLM 服务、用于代理的 Self-Debugging、PowerInfer 令牌率和 EG-MLA 内存削减 — 以及生产权衡。
异步 Rust 阻塞上的 TenthMatrix、用于 CPU 绑定工作的 Rayon,以及为什么 Rust 适合现代 API、边缘、代理和 CI/CD — 灵感来自 Alice Ryhl 的 Rayon 指南。