{"id":21020,"date":"2026-09-10T16:42:34","date_gmt":"2026-09-10T08:42:34","guid":{"rendered":"https:\/\/blog.ywdevops.cn\/?page_id=21020"},"modified":"2026-10-20T09:06:18","modified_gmt":"2026-10-20T01:06:18","slug":"study","status":"publish","type":"page","link":"https:\/\/blog.ywdevops.cn\/index.php\/study\/","title":{"rendered":"\u77e5\u8bc6\u56fe\u8c31"},"content":{"rendered":"\n<pre class=\"wp-block-code\"><code>\u76ee\u6807\uff1a\u8d44\u6df1\u57fa\u7840\u8bbe\u65bd \/ \u5e73\u53f0\u53ef\u9760\u6027\u5de5\u7a0b\u5e08\n\u2502\n\u251c\u2500\u2500 \u7b2c\u4e00\u9636\u6bb5\uff1a\u592f\u5b9e\u57fa\u7840\u8fd0\u7ef4\u80fd\u529b\uff08\u7b2c 1\uff5e2 \u4e2a\u6708\uff09\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 Linux \u6df1\u5165\n\u2502   \u2502   \u251c\u2500\u2500 \u8fdb\u7a0b\u3001\u7ebf\u7a0b\u3001\u5185\u5b58\u3001\u6587\u4ef6\u7cfb\u7edf\n\u2502   \u2502   \u251c\u2500\u2500 CPU \/ \u5185\u5b58 \/ IO \/ \u7f51\u7edc\u6027\u80fd\u5206\u6790\n\u2502   \u2502   \u251c\u2500\u2500 systemd\u3001\u65e5\u5fd7\u3001\u5185\u6838\u53c2\u6570\n\u2502   \u2502   \u2514\u2500\u2500 \u6545\u969c\u5b9a\u4f4d\uff1a\u4ece\u73b0\u8c61\u5230\u6839\u56e0\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 \u7f51\u7edc\u4e0e\u7cfb\u7edf\u57fa\u7840\n\u2502   \u2502   \u251c\u2500\u2500 TCP\/IP\u3001DNS\u3001\u8def\u7531\u3001TLS\n\u2502   \u2502   \u251c\u2500\u2500 ss\u3001tcpdump\u3001curl\u3001dig\n\u2502   \u2502   \u2514\u2500\u2500 \u8fde\u63a5\u8d85\u65f6\u3001\u4e22\u5305\u3001\u5ef6\u8fdf\u6392\u67e5\n\u2502   \u2502\n\u2502   \u2514\u2500\u2500 \u9636\u6bb5\u76ee\u6807\n\u2502       \u2514\u2500\u2500 \u80fd\u72ec\u7acb\u6392\u67e5\u5e38\u89c1\u7ebf\u4e0a\u6545\u969c\n\u2502\n\u251c\u2500\u2500 \u7b2c\u4e8c\u9636\u6bb5\uff1a\u8fd0\u7ef4\u81ea\u52a8\u5316\u4e0e\u5de5\u7a0b\u5316\uff08\u7b2c 3\uff5e4 \u4e2a\u6708\uff09\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 Shell\n\u2502   \u2502   \u251c\u2500\u2500 \u65e5\u5e38\u4efb\u52a1\u81ea\u52a8\u5316\n\u2502   \u2502   \u2514\u2500\u2500 \u5de1\u68c0\u3001\u5907\u4efd\u3001\u6545\u969c\u91c7\u96c6\u811a\u672c\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 Python \u6216 Go\uff08\u4e8c\u9009\u4e00\u5148\u5b66\uff09\n\u2502   \u2502   \u251c\u2500\u2500 API \u8c03\u7528\u3001JSON\u3001\u5e76\u53d1\u57fa\u7840\n\u2502   \u2502   \u251c\u2500\u2500 \u9519\u8bef\u5904\u7406\u3001\u65e5\u5fd7\u3001\u914d\u7f6e\u7ba1\u7406\n\u2502   \u2502   \u2514\u2500\u2500 \u7f16\u5199\u53ef\u7ef4\u62a4\u7684\u8fd0\u7ef4\u5de5\u5177\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 Ansible\n\u2502   \u2502   \u251c\u2500\u2500 \u4e3b\u673a\u6279\u91cf\u914d\u7f6e\n\u2502   \u2502   \u251c\u2500\u2500 \u8f6f\u4ef6\u90e8\u7f72\u4e0e\u914d\u7f6e\u6536\u655b\n\u2502   \u2502   \u2514\u2500\u2500 \u73af\u5883\u521d\u59cb\u5316\u4e0e\u53d8\u66f4\u7ba1\u7406\n\u2502   \u2502\n\u2502   \u2514\u2500\u2500 Git + CI\/CD\n\u2502       \u251c\u2500\u2500 Git \u5de5\u4f5c\u6d41\n\u2502       \u2514\u2500\u2500 \u81ea\u52a8\u6d4b\u8bd5\u3001\u6784\u5efa\u3001\u90e8\u7f72\n\u2502\n\u251c\u2500\u2500 \u7b2c\u4e09\u9636\u6bb5\uff1a\u5e73\u53f0\u5de5\u7a0b\uff08\u7b2c 5\uff5e7 \u4e2a\u6708\uff09\u3010\u4e3b\u7ebf\u3011\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 \u5bb9\u5668\u57fa\u7840\n\u2502   \u2502   \u251c\u2500\u2500 Docker \/ OCI\n\u2502   \u2502   \u251c\u2500\u2500 \u955c\u50cf\u3001\u7f51\u7edc\u3001\u5b58\u50a8\n\u2502   \u2502   \u2514\u2500\u2500 \u5bb9\u5668\u6545\u969c\u8bca\u65ad\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 Kubernetes\n\u2502   \u2502   \u251c\u2500\u2500 Pod\u3001Deployment\u3001Service\n\u2502   \u2502   \u251c\u2500\u2500 ConfigMap\u3001Secret\u3001Ingress\n\u2502   \u2502   \u251c\u2500\u2500 \u8c03\u5ea6\u3001\u63a2\u9488\u3001\u8d44\u6e90\u9650\u5236\n\u2502   \u2502   \u251c\u2500\u2500 \u5b58\u50a8\u3001\u7f51\u7edc\u3001\u6743\u9650\n\u2502   \u2502   \u2514\u2500\u2500 \u96c6\u7fa4\u5347\u7ea7\u3001\u5907\u4efd\u3001\u6545\u969c\u6062\u590d\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 \u5e73\u53f0\u914d\u5957\u80fd\u529b\n\u2502   \u2502   \u251c\u2500\u2500 Helm \/ Kustomize\n\u2502   \u2502   \u251c\u2500\u2500 Prometheus + Grafana\n\u2502   \u2502   \u251c\u2500\u2500 \u65e5\u5fd7\u4e0e\u544a\u8b66\u4f53\u7cfb\n\u2502   \u2502   \u2514\u2500\u2500 Terraform \/ OpenTofu \u57fa\u7840\n\u2502   \u2502\n\u2502   \u2514\u2500\u2500 \u9636\u6bb5\u76ee\u6807\n\u2502       \u2514\u2500\u2500 \u80fd\u90e8\u7f72\u3001\u7ef4\u62a4\u5e76\u4ea4\u4ed8\u53ef\u91cd\u590d\u4f7f\u7528\u7684\u5e73\u53f0\u80fd\u529b\n\u2502\n\u251c\u2500\u2500 \u7b2c\u56db\u9636\u6bb5\uff1a\u5f62\u6210\u6280\u672f\u6df1\u5ea6\uff08\u7b2c 8\uff5e10 \u4e2a\u6708\uff09\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 \u9009\u62e9\u4e00\u4e2a\u4e3b\u653b\u65b9\u5411\n\u2502   \u2502   \u251c\u2500\u2500 \u65b9\u5411 A\uff1aLinux \u6027\u80fd\u4e0e\u6545\u969c\u8bca\u65ad\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 perf\u3001\u706b\u7130\u56fe\u3001eBPF \u57fa\u7840\n\u2502   \u2502   \u2502   \u2514\u2500\u2500 CPU\u3001\u5185\u5b58\u3001IO\u3001\u7f51\u7edc\u7591\u96be\u6545\u969c\n\u2502   \u2502   \u2502\n\u2502   \u2502   \u2514\u2500\u2500 \u65b9\u5411 B\uff1a\u6570\u636e\u5e93\u53ef\u9760\u6027\n\u2502   \u2502       \u251c\u2500\u2500 PostgreSQL \/ MySQL \u539f\u7406\n\u2502   \u2502       \u251c\u2500\u2500 SQL\u3001\u9501\u3001\u6162\u67e5\u8be2\u3001\u6267\u884c\u8ba1\u5212\n\u2502   \u2502       \u251c\u2500\u2500 \u590d\u5236\u3001\u9ad8\u53ef\u7528\u3001\u5907\u4efd\u6062\u590d\n\u2502   \u2502       \u2514\u2500\u2500 \u6027\u80fd\u4e0e\u5bb9\u91cf\u95ee\u9898\n\u2502   \u2502\n\u2502   \u251c\u2500\u2500 SRE \u53ef\u9760\u6027\u5b9e\u8df5\n\u2502   \u2502   \u251c\u2500\u2500 SLI \/ SLO \/ \u9519\u8bef\u9884\u7b97\n\u2502   \u2502   \u251c\u2500\u2500 \u5bb9\u91cf\u89c4\u5212\u4e0e\u6545\u969c\u6f14\u7ec3\n\u2502   \u2502   \u2514\u2500\u2500 \u590d\u76d8\u3001\u53ef\u89c2\u6d4b\u6027\u3001\u81ea\u52a8\u6062\u590d\n\u2502   \u2502\n\u2502   \u2514\u2500\u2500 \u9636\u6bb5\u76ee\u6807\n\u2502       \u2514\u2500\u2500 \u4e0d\u53ea\u662f\u4f1a\u90e8\u7f72\uff0c\u8fd8\u80fd\u89e3\u91ca\u539f\u7406\u5e76\u89e3\u51b3\u7591\u96be\u95ee\u9898\n\u2502\n\u2514\u2500\u2500 \u7b2c\u4e94\u9636\u6bb5\uff1aAI \u8fd0\u7ef4\u4e0e\u667a\u80fd\u5e73\u53f0\uff08\u7b2c 11\uff5e12 \u4e2a\u6708\uff09\n    \u2502\n    \u251c\u2500\u2500 AI \u57fa\u7840\u5e94\u7528\n    \u2502   \u251c\u2500\u2500 \u5927\u6a21\u578b API \u4e0e\u672c\u5730\u6a21\u578b\n    \u2502   \u251c\u2500\u2500 Prompt\u3001\u7ed3\u6784\u5316\u8f93\u51fa\n    \u2502   \u2514\u2500\u2500 RAG \u4e0e\u77e5\u8bc6\u5e93\n    \u2502\n    \u251c\u2500\u2500 \u8fd0\u7ef4 Agent\n    \u2502   \u251c\u2500\u2500 \u63a5\u5165\u76d1\u63a7\u3001\u65e5\u5fd7\u3001\u544a\u8b66\n    \u2502   \u251c\u2500\u2500 \u67e5\u8be2\u6307\u6807\u4e0e\u65e5\u5fd7\u5e76\u8f85\u52a9\u8bca\u65ad\n    \u2502   \u251c\u2500\u2500 \u8c03\u7528\u53d7\u63a7\u7684\u8fd0\u7ef4\u5de5\u5177\n    \u2502   \u2514\u2500\u2500 \u4eba\u5de5\u5ba1\u6279\u540e\u6267\u884c\u9ad8\u98ce\u9669\u64cd\u4f5c\n    \u2502\n    \u251c\u2500\u2500 \u5b89\u5168\u4e0e\u5de5\u7a0b\u5316\n    \u2502   \u251c\u2500\u2500 \u6700\u5c0f\u6743\u9650\u3001\u64cd\u4f5c\u5ba1\u8ba1\n    \u2502   \u251c\u2500\u2500 \u547d\u4ee4\u4e0e SQL \u767d\u540d\u5355\n    \u2502   \u2514\u2500\u2500 \u6570\u636e\u8131\u654f\u3001\u79c1\u6709\u5316\u90e8\u7f72\n    \u2502\n    \u2514\u2500\u2500 \u6700\u7ec8\u9879\u76ee\n        \u2514\u2500\u2500 \u6784\u5efa\u4e00\u4e2a\u53ef\u5ba1\u8ba1\u7684 AI \u8fd0\u7ef4\u52a9\u624b<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>IT\u8fd0\u7ef4\n\u2502\n\u251c\u2500\u2500 1. \u57fa\u7840\u5c42\uff08\u5fc5\u987b\u624e\u5b9e\uff09\n\u2502   \u251c\u2500\u2500 Linux\/Unix\u7cfb\u7edf \u2014 \u5e38\u7528\u547d\u4ee4\u3001Shell\u811a\u672c\u3001\u6743\u9650\u7ba1\u7406\u3001\u6587\u4ef6\u7cfb\u7edf\u3001\u8fdb\u7a0b\u7ba1\u7406\n\u2502   \u251c\u2500\u2500 \u8ba1\u7b97\u673a\u7f51\u7edc \u2014 TCP\/IP\u3001HTTP\/HTTPS\u3001DNS\u3001\u8d1f\u8f7d\u5747\u8861\u539f\u7406\u3001VPN\n\u2502   \u251c\u2500\u2500 \u64cd\u4f5c\u7cfb\u7edf\u539f\u7406 \u2014 \u5185\u5b58\u7ba1\u7406\u3001\u8fdb\u7a0b\u8c03\u5ea6\u3001I\/O\u6a21\u578b\n\u2502   \u2514\u2500\u2500 \u6570\u636e\u5e93\u57fa\u7840 \u2014 MySQL\u3001Redis\u3001PostgreSQL\uff08\u81f3\u5c11\u7cbe\u901a\u5176\u4e00\uff09\n\u2502\n\u251c\u2500\u2500 2. \u7f16\u7a0b\u4e0e\u81ea\u52a8\u5316\n\u2502   \u251c\u2500\u2500 Python \u2014 \u81ea\u52a8\u5316\u811a\u672c\u3001\u5de5\u5177\u5f00\u53d1\uff08\u5fc5\u5907\uff09\n\u2502   \u251c\u2500\u2500 Go \u2014 K8s\u751f\u6001\u3001\u4e91\u539f\u751f\u5de5\u5177\u5f00\u53d1\uff08\u8fdb\u9636\u5fc5\u5907\uff09\n\u2502   \u251c\u2500\u2500 Shell\u811a\u672c \u2014 \u65e5\u5e38\u8fd0\u7ef4\u81ea\u52a8\u5316\n\u2502   \u2514\u2500\u2500 Git \u2014 \u7248\u672c\u63a7\u5236\u3001\u534f\u4f5c\u6d41\u7a0b\n\u2502\n\u251c\u2500\u2500 3. \u4e91\u539f\u751f\u6838\u5fc3\uff08\u9ad8\u4f18\u5148\u7ea7\uff09\n\u2502   \u251c\u2500\u2500 Docker \u2014 \u5bb9\u5668\u5316\u6253\u5305\u3001\u955c\u50cf\u7ba1\u7406\u3001Dockerfile\n\u2502   \u251c\u2500\u2500 Kubernetes \u2014 \u96c6\u7fa4\u90e8\u7f72\u3001Pod\/Service\/Ingress\u3001Helm\u3001Operator\n\u2502   \u251c\u2500\u2500 Service Mesh \u2014 Istio\u3001Linkerd\uff08\u8fdb\u9636\uff09\n\u2502   \u2514\u2500\u2500 \u5bb9\u5668\u5b89\u5168 \u2014 \u955c\u50cf\u626b\u63cf\u3001RBAC\u3001seccomp\n\u2502\n\u251c\u2500\u2500 4. \u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801 (IaC)\n\u2502   \u251c\u2500\u2500 Terraform \u2014 \u591a\u4e91\u8d44\u6e90\u7f16\u6392\uff08\u4e3b\u6d41\u9996\u9009\uff09\n\u2502   \u251c\u2500\u2500 Ansible \u2014 \u914d\u7f6e\u7ba1\u7406\u3001\u6279\u91cf\u90e8\u7f72\n\u2502   \u2514\u2500\u2500 Pulumi \/ Crossplane\uff08\u65b0\u5174\uff0c\u4e86\u89e3\u5373\u53ef\uff09\n\u2502\n\u251c\u2500\u2500 5. CI\/CD \u4e0e DevOps\n\u2502   \u251c\u2500\u2500 Jenkins \/ GitLab CI \/ GitHub Actions\n\u2502   \u251c\u2500\u2500 \u6d41\u6c34\u7ebf\u8bbe\u8ba1 \u2014 \u6784\u5efa\u3001\u6d4b\u8bd5\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u56de\u6eda\n\u2502   \u251c\u2500\u2500 \u84dd\u7eff\u90e8\u7f72 \/ \u91d1\u4e1d\u96c0\u53d1\u5e03\n\u2502   \u2514\u2500\u2500 \u53d8\u66f4\u7ba1\u7406\u4e0e\u53d1\u5e03\u7b56\u7565\n\u2502\n\u251c\u2500\u2500 6. \u53ef\u89c2\u6d4b\u6027\uff08\u76d1\u63a7+\u65e5\u5fd7+\u94fe\u8def\uff09\n\u2502   \u251c\u2500\u2500 \u6307\u6807\u76d1\u63a7 \u2014 Prometheus + Grafana\n\u2502   \u251c\u2500\u2500 \u65e5\u5fd7\u5206\u6790 \u2014 ELK Stack \/ Loki\n\u2502   \u251c\u2500\u2500 \u94fe\u8def\u8ffd\u8e2a \u2014 Jaeger \/ OpenTelemetry\n\u2502   \u2514\u2500\u2500 SLI\/SLO\/SLA \u5b9a\u4e49\u4e0e\u9519\u8bef\u9884\u7b97\u7ba1\u7406\n\u2502\n\u251c\u2500\u2500 7. AIOps \/ AI\u589e\u5f3a\u8fd0\u7ef4\uff082026\u65b0\u8d8b\u52bf\uff09\n\u2502   \u251c\u2500\u2500 \u5f02\u5e38\u68c0\u6d4b \u2014 \u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u3001\u9608\u503c\u544a\u8b66\u4f18\u5316\n\u2502   \u251c\u2500\u2500 \u544a\u8b66\u6536\u655b \u2014 \u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u544a\u8b66\u805a\u5408\n\u2502   \u251c\u2500\u2500 \u6839\u56e0\u5b9a\u4f4d \u2014 \u56e0\u679c\u56fe\u3001GRANO\u7b97\u6cd5\u7b49\n\u2502   \u251c\u2500\u2500 \u81ea\u52a8\u6108\u5408 \u2014 AI\u9a71\u52a8\u7684\u6545\u969c\u81ea\u6108\n\u2502   \u2514\u2500\u2500 LLM\u8f85\u52a9\u8fd0\u7ef4 \u2014 \u667a\u80fd\u6392\u969c\u3001\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u76d1\u63a7\u6570\u636e\n\u2502\n\u251c\u2500\u2500 8. \u6df7\u6c8c\u5de5\u7a0b\u4e0e\u9ad8\u53ef\u7528\n\u2502   \u251c\u2500\u2500 Chaos Mesh \/ Litmus \/ Gremlin\n\u2502   \u251c\u2500\u2500 \u6545\u969c\u6ce8\u5165\u6f14\u7ec3\n\u2502   \u251c\u2500\u2500 \u5bb9\u707e\u8bbe\u8ba1\u4e0e\u591a\u6d3b\u67b6\u6784\n\u2502   \u2514\u2500\u2500 \u5bb9\u91cf\u89c4\u5212\u4e0e\u6027\u80fd\u8c03\u4f18\n\u2502\n\u2514\u2500\u2500 9. \u5b89\u5168\u8fd0\u7ef4\uff08DevSecOps\uff09\n    \u251c\u2500\u2500 \u6f0f\u6d1e\u626b\u63cf\u4e0e\u5b89\u5168\u5ba1\u8ba1\n    \u251c\u2500\u2500 \u5bc6\u94a5\u7ba1\u7406 \u2014 Vault\n    \u251c\u2500\u2500 \u7f51\u7edc\u7b56\u7565\u4e0e\u96f6\u4fe1\u4efb\n    \u2514\u2500\u2500 \u5408\u89c4\u4e0e\u6743\u9650\u7ba1\u63a7<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">GPT5.6\u7ed9\u7684\u5efa\u8bae\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>IT\u8fd0\u7ef4\u5de5\u7a0b\u5e08\n\u2502\n\u251c\u2500\u2500 1. \u8ba1\u7b97\u673a\u4e0e\u7cfb\u7edf\u57fa\u7840\n\u2502   \u251c\u2500\u2500 Linux\n\u2502   \u251c\u2500\u2500 Windows Server\n\u2502   \u251c\u2500\u2500 Shell \/ Python \/ Go\n\u2502   \u251c\u2500\u2500 \u8ba1\u7b97\u673a\u7ec4\u6210\u3001\u8fdb\u7a0b\u3001\u7ebf\u7a0b\u3001IO\n\u2502   \u2514\u2500\u2500 Git\u3001\u7248\u672c\u63a7\u5236\u3001\u6587\u6863\u80fd\u529b\n\u2502\n\u251c\u2500\u2500 2. \u7f51\u7edc\u4e0e\u57fa\u7840\u8bbe\u65bd\n\u2502   \u251c\u2500\u2500 TCP\/IP\u3001HTTP\/HTTPS\u3001DNS\u3001TLS\n\u2502   \u251c\u2500\u2500 VLAN\u3001\u8def\u7531\u3001\u4ea4\u6362\u3001NAT\n\u2502   \u251c\u2500\u2500 \u9632\u706b\u5899\u3001WAF\u3001VPN\u3001\u8d1f\u8f7d\u5747\u8861\n\u2502   \u251c\u2500\u2500 CDN\u3001\u53cd\u5411\u4ee3\u7406\u3001API Gateway\n\u2502   \u2514\u2500\u2500 IPv6\u3001SDN\u3001\u7f51\u7edc\u81ea\u52a8\u5316\n\u2502\n\u251c\u2500\u2500 3. \u4e91\u8ba1\u7b97\n\u2502   \u251c\u2500\u2500 AWS \/ Azure \/ GCP \/ \u963f\u91cc\u4e91 \/ \u817e\u8baf\u4e91\n\u2502   \u251c\u2500\u2500 \u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\n\u2502   \u251c\u2500\u2500 IAM\u3001VPC\u3001\u4e91\u76d1\u63a7\u3001\u5907\u4efd\n\u2502   \u251c\u2500\u2500 \u9ad8\u53ef\u7528\u3001\u5bb9\u707e\u3001\u5f39\u6027\u4f38\u7f29\n\u2502   \u2514\u2500\u2500 \u591a\u4e91\u3001\u6df7\u5408\u4e91\u3001\u4e91\u6210\u672c\u7ba1\u7406\n\u2502\n\u251c\u2500\u2500 4. \u5bb9\u5668\u4e0e\u4e91\u539f\u751f\n\u2502   \u251c\u2500\u2500 Docker \/ OCI\n\u2502   \u251c\u2500\u2500 Kubernetes\n\u2502   \u251c\u2500\u2500 Helm\u3001Operator\n\u2502   \u251c\u2500\u2500 EKS \/ AKS \/ GKE \/ ACK\n\u2502   \u251c\u2500\u2500 Service Mesh\uff1aIstio\u3001Linkerd\n\u2502   \u2514\u2500\u2500 \u5bb9\u5668\u7f51\u7edc\u3001\u5b58\u50a8\u3001\u5b89\u5168\u4e0e\u591a\u96c6\u7fa4\n\u2502\n\u251c\u2500\u2500 5. \u81ea\u52a8\u5316\u4e0e\u914d\u7f6e\u7ba1\u7406\n\u2502   \u251c\u2500\u2500 Bash\u3001Python\u3001Go\n\u2502   \u251c\u2500\u2500 Ansible\n\u2502   \u251c\u2500\u2500 Terraform \/ OpenTofu\n\u2502   \u251c\u2500\u2500 Pulumi\n\u2502   \u251c\u2500\u2500 Packer\n\u2502   \u2514\u2500\u2500 GitOps\uff1aArgo CD\u3001Flux\n\u2502\n\u251c\u2500\u2500 6. CI\/CD\u4e0e\u4ea4\u4ed8\n\u2502   \u251c\u2500\u2500 GitHub Actions\n\u2502   \u251c\u2500\u2500 GitLab CI\/CD\n\u2502   \u251c\u2500\u2500 Jenkins\n\u2502   \u251c\u2500\u2500 Tekton\n\u2502   \u251c\u2500\u2500 \u5236\u54c1\u5e93\uff1aHarbor\u3001Nexus\u3001Artifactory\n\u2502   \u251c\u2500\u2500 \u7070\u5ea6\u3001\u84dd\u7eff\u3001\u91d1\u4e1d\u96c0\u53d1\u5e03\n\u2502   \u2514\u2500\u2500 \u81ea\u52a8\u56de\u6eda\u4e0e\u53d8\u66f4\u98ce\u9669\u63a7\u5236\n\u2502\n\u251c\u2500\u2500 7. \u53ef\u89c2\u6d4b\u6027\u4e0eSRE\n\u2502   \u251c\u2500\u2500 Metrics\u3001Logs\u3001Traces\n\u2502   \u251c\u2500\u2500 Prometheus\u3001Grafana\n\u2502   \u251c\u2500\u2500 OpenTelemetry\n\u2502   \u251c\u2500\u2500 Loki\u3001ELK\u3001OpenSearch\n\u2502   \u251c\u2500\u2500 SLI\u3001SLO\u3001SLA\u3001\u9519\u8bef\u9884\u7b97\n\u2502   \u251c\u2500\u2500 \u4e8b\u4ef6\u54cd\u5e94\u4e0e\u6545\u969c\u590d\u76d8\n\u2502   \u2514\u2500\u2500 \u6027\u80fd\u3001\u5bb9\u91cf\u3001\u53ef\u9760\u6027\u5de5\u7a0b\n\u2502\n\u251c\u2500\u2500 8. \u5b89\u5168\u4e0e\u5408\u89c4\n\u2502   \u251c\u2500\u2500 DevSecOps\n\u2502   \u251c\u2500\u2500 IAM\u3001RBAC\u3001\u96f6\u4fe1\u4efb\n\u2502   \u251c\u2500\u2500 Secrets\uff1aVault\u3001KMS\u3001\u4e91\u5bc6\u94a5\u7ba1\u7406\n\u2502   \u251c\u2500\u2500 \u955c\u50cf\u626b\u63cf\u3001\u4ee3\u7801\u626b\u63cf\u3001IaC\u626b\u63cf\n\u2502   \u251c\u2500\u2500 SBOM\u3001\u7b7e\u540d\u3001\u4f9b\u5e94\u94fe\u5b89\u5168\n\u2502   \u251c\u2500\u2500 OPA\u3001Kyverno\u3001\u7b56\u7565\u5373\u4ee3\u7801\n\u2502   \u2514\u2500\u2500 \u7b49\u4fdd\u3001\u5ba1\u8ba1\u3001\u5408\u89c4\u4e0e\u5e94\u6025\u54cd\u5e94\n\u2502\n\u251c\u2500\u2500 9. \u6570\u636e\u5e93\u4e0e\u4e2d\u95f4\u4ef6\n\u2502   \u251c\u2500\u2500 MySQL\u3001PostgreSQL\u3001SQL Server\n\u2502   \u251c\u2500\u2500 Redis\n\u2502   \u251c\u2500\u2500 Kafka\u3001RabbitMQ\n\u2502   \u251c\u2500\u2500 Nginx\u3001Apache\u3001Tomcat\n\u2502   \u251c\u2500\u2500 Elasticsearch \/ OpenSearch\n\u2502   \u251c\u2500\u2500 \u5907\u4efd\u3001\u590d\u5236\u3001\u5206\u7247\u3001\u6545\u969c\u8f6c\u79fb\n\u2502   \u2514\u2500\u2500 \u6570\u636e\u5e93\u6027\u80fd\u4e0e\u5bb9\u91cf\u7ba1\u7406\n\u2502\n\u251c\u2500\u2500 10. \u5e73\u53f0\u5de5\u7a0b\n\u2502   \u251c\u2500\u2500 Internal Developer Platform\n\u2502   \u251c\u2500\u2500 Backstage\n\u2502   \u251c\u2500\u2500 Golden Path\n\u2502   \u251c\u2500\u2500 \u81ea\u52a9\u5f0f\u73af\u5883\u4e0e\u8d44\u6e90\u7533\u8bf7\n\u2502   \u251c\u2500\u2500 \u5f00\u53d1\u8005\u4f53\u9a8c DevEx\n\u2502   \u251c\u2500\u2500 \u591a\u79df\u6237\u4e0e\u6743\u9650\u9694\u79bb\n\u2502   \u2514\u2500\u2500 \u5e73\u53f0\u4ea7\u54c1\u5316\u4e0e\u670d\u52a1\u76ee\u5f55\n\u2502\n\u251c\u2500\u2500 11. AIOps\u4e0eAI\u57fa\u7840\u8bbe\u65bd\n\u2502   \u251c\u2500\u2500 \u667a\u80fd\u544a\u8b66\u964d\u566a\n\u2502   \u251c\u2500\u2500 \u5f02\u5e38\u68c0\u6d4b\u4e0e\u6839\u56e0\u5206\u6790\n\u2502   \u251c\u2500\u2500 \u81ea\u52a8\u5316\u6545\u969c\u5904\u7f6e\n\u2502   \u251c\u2500\u2500 LLM\u8fd0\u7ef4\u52a9\u624b\n\u2502   \u251c\u2500\u2500 RAG\u4e0e\u8fd0\u7ef4\u77e5\u8bc6\u5e93\n\u2502   \u251c\u2500\u2500 GPU\u3001CUDA\u3001\u63a8\u7406\u670d\u52a1\n\u2502   \u251c\u2500\u2500 MLOps\u4e0e\u6a21\u578b\u53d1\u5e03\n\u2502   \u2514\u2500\u2500 Agentic Ops\uff1a\u667a\u80fd\u8fd0\u7ef4\u4ee3\u7406\n\u2502\n\u251c\u2500\u2500 12. FinOps\u4e0e\u4e1a\u52a1\u610f\u8bc6\n\u2502   \u251c\u2500\u2500 \u4e91\u6210\u672c\u5206\u6790\n\u2502   \u251c\u2500\u2500 \u8d44\u6e90\u5229\u7528\u7387\u4f18\u5316\n\u2502   \u251c\u2500\u2500 Kubecost\u3001CloudHealth\u3001Infracost\n\u2502   \u251c\u2500\u2500 \u9884\u7b97\u3001\u914d\u989d\u3001\u6210\u672c\u5206\u644a\n\u2502   \u251c\u2500\u2500 \u5355\u4f4d\u4e1a\u52a1\u6210\u672c\n\u2502   \u2514\u2500\u2500 \u6280\u672f\u51b3\u7b56\u4e0e\u4e1a\u52a1\u6307\u6807\n\u2502\n\u2514\u2500\u2500 13. \u901a\u7528\u804c\u4e1a\u80fd\u529b\n    \u251c\u2500\u2500 \u6545\u969c\u6307\u6325\u4e0e\u5e94\u6025\u6c9f\u901a\n    \u251c\u2500\u2500 \u6280\u672f\u6587\u6863\u4e0e\u67b6\u6784\u8868\u8fbe\n    \u251c\u2500\u2500 \u53d8\u66f4\u7ba1\u7406\n    \u251c\u2500\u2500 \u8de8\u56e2\u961f\u534f\u4f5c\n    \u251c\u2500\u2500 \u81ea\u52a8\u5316\u601d\u7ef4\n    \u251c\u2500\u2500 \u98ce\u9669\u610f\u8bc6\n    \u2514\u2500\u2500 \u82f1\u6587\u9605\u8bfb\u4e0e\u6280\u672f\u4fe1\u606f\u68c0\u7d22<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">GPT6\u5efa\u8bae\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u8d44\u6df1\u8fd0\u7ef4\u8fdb\u9636\u6280\u80fd\u6811\n\u2502\n\u251c\u2500 P0\uff5c\u81ea\u52a8\u5316\u4e0e\u5de5\u7a0b\u5316\u3010\u4f18\u5148\u8865\u5f3a\u3011\n\u2502  \u251c\u2500 \u7528 Python \/ Go \u7f16\u5199\u53ef\u7ef4\u62a4\u7684\u8fd0\u7ef4\u5de5\u5177\n\u2502  \u251c\u2500 Terraform \/ Ansible\uff1a\u57fa\u7840\u8bbe\u65bd\u4e0e\u914d\u7f6e\u5373\u4ee3\u7801\n\u2502  \u251c\u2500 CI\/CD\u3001GitOps\uff1a\u53d8\u66f4\u53ef\u5ba1\u67e5\u3001\u53ef\u8ffd\u8e2a\u3001\u53ef\u56de\u6eda\n\u2502  \u2514\u2500 \u76ee\u6807\uff1a\u628a\u91cd\u590d\u64cd\u4f5c\u53d8\u6210\u6807\u51c6\u5316\u3001\u53ef\u590d\u7528\u7684\u80fd\u529b\n\u2502\n\u251c\u2500 P1\uff5c\u53ef\u9760\u6027\u5de5\u7a0b SRE\u3010\u6838\u5fc3\u8fdb\u9636\u3011\n\u2502  \u251c\u2500 SLI \/ SLO\u3001\u9519\u8bef\u9884\u7b97\n\u2502  \u251c\u2500 \u544a\u8b66\u6cbb\u7406\uff1a\u56f4\u7ed5\u7528\u6237\u5f71\u54cd\u8bbe\u8ba1\u544a\u8b66\uff0c\u51cf\u5c11\u566a\u58f0\n\u2502  \u251c\u2500 \u6545\u969c\u7ba1\u7406\uff1a\u5e94\u6025\u6307\u6325\u3001\u6b62\u635f\u6062\u590d\u3001\u590d\u76d8\u4e0e\u884c\u52a8\u9879\u8ddf\u8e2a\n\u2502  \u251c\u2500 \u5bb9\u91cf\u3001\u6027\u80fd\u3001\u5f39\u6027\u3001\u707e\u5907\u4e0e\u6062\u590d\u6f14\u7ec3\n\u2502  \u2514\u2500 \u76ee\u6807\uff1a\u4ece\u201c\u51fa\u6545\u969c\u540e\u5904\u7406\u201d\u8f6c\u5411\u4e3b\u52a8\u964d\u4f4e\u7cfb\u7edf\u98ce\u9669\n\u2502\n\u251c\u2500 P1\uff5c\u67b6\u6784\u4e0e\u590d\u6742\u7cfb\u7edf\u6392\u969c\u3010\u6df1\u5316\u6280\u672f\u3011\n\u2502  \u251c\u2500 \u5206\u5e03\u5f0f\u7cfb\u7edf\uff1a\u8d85\u65f6\u3001\u91cd\u8bd5\u3001\u9650\u6d41\u3001\u7194\u65ad\u3001\u5e42\u7b49\n\u2502  \u251c\u2500 \u4e91\u7f51\u7edc\u3001\u5b58\u50a8\u3001\u6570\u636e\u5e93\u4e0e\u4e2d\u95f4\u4ef6\u7684\u67b6\u6784\u548c\u74f6\u9888\n\u2502  \u251c\u2500 \u53ef\u89c2\u6d4b\u6027\uff1a\u6307\u6807\u3001\u65e5\u5fd7\u3001\u94fe\u8def\u3001\u5256\u6790\u4e0e\u670d\u52a1\u4f9d\u8d56\n\u2502  \u2514\u2500 \u76ee\u6807\uff1a\u80fd\u5b9a\u4f4d\u8de8\u670d\u52a1\u3001\u8de8\u56e2\u961f\u3001\u8de8\u57fa\u7840\u8bbe\u65bd\u7684\u95ee\u9898\n\u2502\n\u251c\u2500 P2\uff5c\u5e73\u53f0\u5de5\u7a0b\u3010\u9002\u5408\u559c\u6b22\u5efa\u8bbe\u5de5\u5177\u548c\u5e73\u53f0\u3011\n\u2502  \u251c\u2500 \u5185\u90e8\u5f00\u53d1\u5e73\u53f0\u4e0e\u81ea\u52a9\u670d\u52a1\n\u2502  \u251c\u2500 \u6807\u51c6\u5316\u90e8\u7f72\u6a21\u677f\u3001\u73af\u5883\u7ba1\u7406\u3001\u670d\u52a1\u76ee\u5f55\n\u2502  \u251c\u2500 Kubernetes \u5e73\u53f0\u6cbb\u7406\u3001\u6743\u9650\u3001\u5347\u7ea7\u4e0e\u591a\u79df\u6237\n\u2502  \u2514\u2500 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