https://sreai.net/en/Practical notes on SRE, cloud-native reliability, and AI infrastructure.enThu, 13 Aug 2026 23:52:33 +0800https://sreai.net/en/posts/aiops-practice/https://sreai.net/en/posts/aiops-practice/Mon, 20 Jul 2026 00:00:00 +0000As microservice architectures and cloud-native scale grow, traditional threshold-based alerting can no longer meet the need for rapid incident response. This article explores how deep learning-based anomaly detection systems help SRE teams shift from reactive responses to proactive prediction.SRE ArchitectureSREAIOps机器学习https://sreai.net/en/posts/go-microservices/https://sreai.net/en/posts/go-microservices/Fri, 15 May 2026 00:00:00 +0000This article explores the practical aspects of building high-concurrency microservice systems using Go, including API contract design, service discovery, and load balancing strategies.Software DevelopmentGo微服务APIhttps://sreai.net/en/posts/chaos-engineering/https://sreai.net/en/posts/chaos-engineering/Thu, 18 Jun 2026 00:00:00 +0000Use Chaos Mesh to simulate network latency, node failures, and Pod anomalies to continuously verify system resilience and automated self-healing mechanisms.SRE ArchitectureSRE混沌工程Kuberneteshttps://sreai.net/en/posts/ebpf-observability/https://sreai.net/en/posts/ebpf-observability/Fri, 10 Jul 2026 00:00:00 +0000Combine eBPF zero-overhead kernel probes with Prometheus federation clusters to build millisecond-level full-stack observability covering network, storage, and application layers.SRE ArchitectureeBPFPrometheusObservabilityhttps://sreai.net/en/posts/kubernetes-ha/https://sreai.net/en/posts/kubernetes-ha/Thu, 25 Jun 2026 00:00:00 +0000Deep dive into control plane multi-active deployment, etcd cluster tuning, Pod anti-affinity strategies, and custom Controller-based fault self-healing best practices.SRE ArchitectureKubernetesSREHigh-Availabilityhttps://sreai.net/en/posts/rag-knowledge-base/https://sreai.net/en/posts/rag-knowledge-base/Wed, 15 Jul 2026 00:00:00 +0000Leverage LangChain + Chroma vector database to transform historical Runbooks, incident reports, and operations documents into a retrievable intelligent knowledge base for rapid root cause localization in on-call scenarios.Artificial IntelligenceRAGAIOpsLLMhttps://sreai.net/en/posts/llm-gpu-infra/https://sreai.net/en/posts/llm-gpu-infra/Wed, 22 Jul 2026 00:00:00 +0000Build a large language model inference infrastructure from scratch, covering vLLM distributed deployment, GPU memory optimization strategies, and NVIDIA MIG partitioning practices.Artificial IntelligenceLLMGPUAIhttps://sreai.net/en/posts/architecture-evolution-2026/https://sreai.net/en/posts/architecture-evolution-2026/Thu, 23 Jul 2026 00:00:00 +0000Looking back from mid-2026, from Cloud-Native to AI-Native, from Microservices to Agent collaboration, technical architecture is undergoing an unprecedented paradigm shift. This article documents an SRE engineer's observations and reflections.Technology ManagementArchitectureManagementhttps://sreai.net/en/posts/gitops-workflow/https://sreai.net/en/posts/gitops-workflow/Sat, 25 Jul 2026 00:00:00 +0000Explore GitOps best practices for Kubernetes cluster management, using ArgoCD to achieve declarative deployment and automated rollback, improving release efficiency and operational stability.SRE ArchitectureGitOpsKubernetesCI/CDhttps://sreai.net/en/posts/python-async-patterns/https://sreai.net/en/posts/python-async-patterns/Sat, 25 Jul 2026 00:00:00 +0000An in-depth analysis of Python's asyncio library, from coroutine definitions and event loop scheduling to async context management, helping developers write high-performance concurrent code.Software DevelopmentPythonAsyncAPIhttps://sreai.net/en/posts/mlops-pipeline/https://sreai.net/en/posts/mlops-pipeline/Sat, 25 Jul 2026 00:00:00 +0000Build an end-to-end MLOps automation pipeline from data preparation and model training to production deployment, enabling continuous delivery and monitoring of machine learning models.Artificial IntelligenceMLOpsAIMachine Learninghttps://sreai.net/en/posts/database-sharding/https://sreai.net/en/posts/database-sharding/Sat, 25 Jul 2026 00:00:00 +0000An in-depth exploration of database sharding strategies for distributed systems, covering hash sharding, range sharding, and distributed transaction consistency guarantee solutions.Software DevelopmentDatabaseDistributedGohttps://sreai.net/en/posts/incident-management/https://sreai.net/en/posts/incident-management/Sat, 25 Jul 2026 00:00:00 +0000From alert design, shift scheduling to incident response workflows, systematically build an effective On-Call system that shifts from reactive firefighting to proactive defense.Technology ManagementOn-CallManagementSREhttps://sreai.net/en/posts/terraform-best-practices/https://sreai.net/en/posts/terraform-best-practices/Sun, 26 Jul 2026 00:00:00 +0000Master core Terraform IaC practices including state management, modular design, remote backend configuration, and CI/CD integrationSRE ArchitectureTerraformIaCDevOpshttps://sreai.net/en/posts/grpc-gateway/https://sreai.net/en/posts/grpc-gateway/Sun, 26 Jul 2026 00:00:00 +0000Deep dive into gRPC-Gateway architecture, protobuf annotation configuration, and REST API translation practicesSoftware DevelopmentgRPCGoMicroserviceshttps://sreai.net/en/posts/envoy-service-mesh/https://sreai.net/en/posts/envoy-service-mesh/Sun, 26 Jul 2026 00:00:00 +0000Build a service mesh with Envoy proxy for advanced traffic management, canary releases, and observabilitySRE ArchitectureEnvoyService MeshObservabilityhttps://sreai.net/en/posts/rust-cli-tools/https://sreai.net/en/posts/rust-cli-tools/Sun, 26 Jul 2026 00:00:00 +0000Leverage Rust's safety and high-performance characteristics to build modern command-line operations toolingSoftware DevelopmentRustCLIDevOpshttps://sreai.net/en/posts/vector-observability/https://sreai.net/en/posts/vector-observability/Sun, 26 Jul 2026 00:00:00 +0000Deep dive into Vector's pipeline architecture, high-performance data transport, and unified observability strategySRE ArchitectureVectorObservabilityLogginghttps://sreai.net/en/posts/finops-kubernetes/https://sreai.net/en/posts/finops-kubernetes/Sun, 26 Jul 2026 00:00:00 +0000Implementing FinOps practices in Kubernetes environments to reduce cloud infrastructure costs through resource optimization and cost visibilityTechnology ManagementFinOpsKubernetesCost Optimizationhttps://sreai.net/en/posts/postgresql-ha/https://sreai.net/en/posts/postgresql-ha/Sun, 26 Jul 2026 00:00:00 +0000Designing PostgreSQL high-availability architecture covering streaming replication, failover, load balancing, and backup recovery strategiesSoftware DevelopmentPostgreSQLHigh-AvailabilityDatabasehttps://sreai.net/en/posts/ci-cd-security/https://sreai.net/en/posts/ci-cd-security/Sun, 26 Jul 2026 00:00:00 +0000Shifting security left to the early stages of CI/CD pipelines, reducing security risk through automated scanning and policy-as-codeTechnology ManagementCI/CDSecurityDevSecOps