https://www.aidevops.us/ AI DevOps is a practical technical hub covering AI service development, LLMOps, RAG, AI Agents, deployment, monitoring, performance optimization, and quality validation. en Sun, 04 Oct 2026 00:00:00 GMT https://www.aidevops.us/llama/tutorial/ https://www.aidevops.us/llama/tutorial/ Install Ollama and run your first chat, download the model from Hugging Face, prepare training data, fine-tune with QLoRA, evaluate, convert to GGUF, import into Ollama, and serve it with FastAPI. Tutorial Sun, 04 Oct 2026 00:00:00 GMT https://www.aidevops.us/mistral/tutorial/ https://www.aidevops.us/mistral/tutorial/ Classify customer inquiries with the Mistral API, look up orders and file refunds with function calling, route hard inquiries to reasoning mode, read receipts with OCR, move classification to local Ministral 3, evaluate, and serve it. Tutorial Sun, 04 Oct 2026 00:00:00 GMT https://www.aidevops.us/gemma/tutorial/ https://www.aidevops.us/gemma/tutorial/ Use Gemma 4 E4B on a laptop with no internet to turn equipment photos into inspection reports, review serious findings in thinking mode, use asset and work-order tools, transcribe voice memos, batch-process and evaluate. Tutorial Sun, 04 Oct 2026 00:00:00 GMT https://www.aidevops.us/deepseek/tutorial/ https://www.aidevops.us/deepseek/tutorial/ Put a runbook and logs into DeepSeek V4.1-Flash’s 1M-token context, cut cost with automatic caching, compare thinking depths, extract a JSON timeline, build an agent with log-search tools, then evaluate and serve it. Tutorial Sun, 04 Oct 2026 00:00:00 GMT https://www.aidevops.us/blog/ai-performance/ https://www.aidevops.us/blog/ai-performance/ From reducing LLM API latency and tuning inference servers to speeding up RAG pipelines and k6 load testing. A practical guide to diagnosing and fixing AI service performance bottlenecks. Blog Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/blog/system-performance/ https://www.aidevops.us/blog/system-performance/ DB query optimization, Redis caching strategy, connection pool tuning, faster API responses, and k6 load testing. A practical guide to diagnosing and fixing production performance bottlenecks. Blog Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/python/ https://www.aidevops.us/learn/python/ From installing Python through syntax, data structures, comprehensions/generators, decorators, context managers, advanced type hints, concurrency (threading/multiprocessing/asyncio), package management (uv), and testing — everything from first steps to a practical intermediate level, in one place. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/ai-overview/ https://www.aidevops.us/learn/ai-overview/ A starting point for anyone new to AI. In one place it covers what AI, machine learning, deep learning, and generative AI are and how they connect, a full map of the technology stack behind an AI service, the math and programming you need, career paths by role, and a step-by-step learning roadmap… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/ml-fundamentals/ https://www.aidevops.us/learn/ml-fundamentals/ From the big picture of what machine learning is to learning types, core algorithms, neural networks, metrics, overfitting, hyperparameter tuning, and MLOps — the ML fundamentals to get solid before learning LLMs, covered from start to finish in a way that is easy but deep. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/llm-fundamentals/ https://www.aidevops.us/learn/llm-fundamentals/ From the history of LLMs to the Transformer architecture, tokenization, pre-training and fine-tuning, embeddings and RAG, decoding strategies, hallucination, the model landscape, evaluation, Agents, and safety — every core concept to know before working with LLMs, covered in a way that is easy but… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/langgraph/ https://www.aidevops.us/learn/langgraph/ Design stateful, multi-step Agent workflows as graphs with LangGraph. Conditional branching, loops, and Human-in-the-loop approval — build the complex Agent logic that plain chains struggle with. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/mcp/ https://www.aidevops.us/learn/mcp/ Use MCP (Model Context Protocol) to connect AI Agents to external tools and data sources in a standardized way. Instead of writing a custom integration every time, learn the reusable MCP server and client structure. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/multi-agent/ https://www.aidevops.us/learn/multi-agent/ Design multi-agent systems in which several AI Agents split roles and collaborate. Covers the Orchestrator-Worker pattern, how Agents communicate, and common failure modes from a practical perspective. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/agent-evaluation/ https://www.aidevops.us/learn/agent-evaluation/ How to evaluate the response quality, tool use accuracy, and safety of an AI Agent quantitatively. Covers an evaluation system you can use right away in practice, from building a Golden Set to LLM-as-Judge and regression tests. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/fastapi/ https://www.aidevops.us/learn/fastapi/ Build type-safe REST APIs quickly with FastAPI. Routing, Pydantic models, dependency injection, sync/async handling, global exception handling, LLM token streaming, testing, and deployment, laid out as a real-world workflow. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/pytorch/ https://www.aidevops.us/learn/pytorch/ Build and train deep learning models with PyTorch. Tensors, Autograd, Dataset/DataLoader, the model training loop, running on GPU, saving, and inference, with a practical focus. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/cpp/ https://www.aidevops.us/learn/cpp/ C++ is used in the performance-critical core of ML/AI: tensor operations, CUDA bindings, inference runtimes, and model serving engines. Covers memory management, Python bindings, and inference engine architecture as a real-world workflow. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/tensorflow/ https://www.aidevops.us/learn/tensorflow/ TensorFlow is a deep learning framework with a strong deployment ecosystem that runs from model training and fast Keras-based prototyping through TensorFlow Serving and TFLite. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/jax/ https://www.aidevops.us/learn/jax/ JAX is a high-performance research and training framework that combines a NumPy-style API with automatic differentiation, JIT compilation, vectorization, and distributed execution. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/huggingface/ https://www.aidevops.us/learn/huggingface/ Run, fine-tune, and serve LLMs locally with Hugging Face Transformers, PEFT, and TGI. Covers LoRA/QLoRA fine-tuning, the Inference API, a Text Generation Inference production server, and agent integration. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/langchain/ https://www.aidevops.us/learn/langchain/ Build a ReAct Agent, multi-agent systems, and advanced RAG pipelines with LangChain LCEL. Covers the whole journey of AI Agent development, through production serving, LangSmith observability, and RAGAS evaluation. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/llamaindex/ https://www.aidevops.us/learn/llamaindex/ Build advanced RAG pipelines, a ReAct Agent, sub-query decomposition, and hybrid search with LlamaIndex. Covers the whole journey of data-centric AI Agents, including ChromaDB and Pinecone integration, RAGAS evaluation, and production deployment. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/django/ https://www.aidevops.us/learn/django/ Build a web service with Django that comes with authentication, an ORM, an admin site, templates, and a REST API. A good fit for Python web development where a product has to take shape quickly. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/flask/ https://www.aidevops.us/learn/flask/ Build small, explicit Python web services with Flask. Routing, structuring with Blueprints, separating configuration, SQLAlchemy integration, testing, and WSGI deployment, laid out as a real-world workflow. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/pandas/ https://www.aidevops.us/learn/pandas/ Read, clean, and aggregate CSV, Excel, and DB data with Pandas. Indexing, merging, how groupby works inside, and performance optimization — the core tools for getting data quality right before moving into AI/ML. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/numpy/ https://www.aidevops.us/learn/numpy/ Learn arrays, vectorized operations, broadcasting, indexing, linear algebra, and performance optimization with NumPy. It is the numerical computing tool that Pandas, PyTorch, and scikit-learn are built on. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/scikit-learn/ https://www.aidevops.us/learn/scikit-learn/ Learn data splitting, preprocessing, model training, Pipelines, cross-validation, evaluation, and diagnosing overfitting with scikit-learn. A fast way to pick up the standard workflow of classical machine learning. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/pytest/ https://www.aidevops.us/learn/pytest/ Set up unit tests, fixtures, parameterization, and API tests with pytest. The most practical testing tool for keeping a Python project in good shape. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/java/ https://www.aidevops.us/learn/java/ Learn Java, the standard language of the enterprise. Covers what you need in practice: the JVM, object orientation, collections, exception handling, concurrency, the Stream API, and Spring Boot. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/go/ https://www.aidevops.us/learn/go/ Learn the Go language created by Google. Build high-performance servers and CLI tools with fast compilation, explicit error handling, interfaces, goroutine-based concurrency, and a powerful standard library. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/c/ https://www.aidevops.us/learn/c/ Learn C, the foundation of programming and the core language of systems programming. Covers memory management, pointers, data structures, and OS-level programming. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/kotlin/ https://www.aidevops.us/learn/kotlin/ Learn Kotlin, created by JetBrains and adopted as an official Android language. Covers null safety, concise syntax, and coroutine-based concurrency at a professional level. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/android/ https://www.aidevops.us/learn/android/ From the moment you first open Android Studio to the moment you publish to the Play Store, this guide walks through the whole process of building an Android app with Kotlin and Jetpack Compose, one step at a time. It is organized so you understand the reasons behind each step as well. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/flutter/ https://www.aidevops.us/learn/flutter/ Learn how to build for Android, iOS, and the web from a single codebase with Flutter, the cross-platform UI toolkit from Google. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/react/ https://www.aidevops.us/learn/react/ Build modern UI with React 19 from Meta. Covers the whole of practical React development: Hooks fundamentals, the new Actions-based features, state management strategy, server state fetching, form validation, component design patterns, performance optimization, testing, and accessibility. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/vue/ https://www.aidevops.us/learn/vue/ Build modern web applications with the Vue 3 Composition API. A complete guide covering the reactivity system, component communication, Pinia state management, and Nuxt.js integration. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/javascript/ https://www.aidevops.us/learn/javascript/ Master the core concepts of JavaScript. A complete guide to understanding JS in depth: asynchronous processing, closures, prototype inheritance, and modern ES2024 syntax. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/typescript/ https://www.aidevops.us/learn/typescript/ Write type-safe JavaScript with TypeScript. A complete guide covering the type system, type narrowing, generics, utility types, and practical patterns. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/docker/ https://www.aidevops.us/learn/docker/ From what fundamentally separates a container from a VM, through image layer structure, Dockerfiles and multi-stage builds, multi-platform builds with BuildKit/buildx, networking, volumes, Docker Compose, Docker Swarm orchestration, and container security and vulnerability scanning — the practical… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/nginx/ https://www.aidevops.us/learn/nginx/ Covers Nginx at a working level, centered on nginx.conf: contexts and the request processing order, server_name and location matching rules, the root/alias and proxy_pass slash traps, the add_header inheritance problem, map variables, reverse proxy keepalive and WebSocket, TLS, rate limiting and… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/redis/ https://www.aidevops.us/learn/redis/ Implement caching, session storage, and Pub/Sub messaging with Redis. Covers everything from the core data types to caching patterns, persistence, and client integration by language. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/linux/ https://www.aidevops.us/learn/linux/ From the moment Linux boots to the moment a service handles a request — kernel and user space structure, the boot process, the filesystem hierarchy (FHS), the permission model, the process lifecycle, systemd, the network stack, storage and memory, logging, security hardening, performance diagnosis… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/cicd/ https://www.aidevops.us/learn/cicd/ From the basic concepts of CI/CD through branching strategy, GitHub Actions and Jenkins pipelines, build caching, OIDC-based secret management, supply chain security (SBOM and image signing), Blue-Green and Canary progressive delivery, and GitOps (ArgoCD) — the whole flow for releasing an AI Agent… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/kubernetes/ https://www.aidevops.us/learn/kubernetes/ From why Kubernetes is needed, through the Control Plane, Worker Node, network, storage, and security structure, building a cluster with kubeadm, setting up the Gateway API and monitoring, to the whole deployment flow and practical comparisons and checklists — a complete guide, with diagrams, to… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/kubernetes-advanced/ https://www.aidevops.us/learn/kubernetes-advanced/ HPA/VPA autoscaling, RBAC security, StatefulSet, DaemonSet, and CronJob workloads, AI model operations strategies such as deploying GPU-based LLM inference servers, canary rollouts, and queue-based autoscaling, upgrades and failure recovery, advanced Helm covering chart structure, hooks, and… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring/ https://www.aidevops.us/learn/spring/ The standard backend framework of the Java ecosystem. A practice-focused guide covering IoC/DI, REST APIs, JPA, Spring Security, testing, and Docker deployment. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-cloud-gateway/ https://www.aidevops.us/learn/spring-cloud-gateway/ How to build the entry point of an MSA with Spring Cloud Gateway: the API Gateway, routing, filters, authentication integration, circuit breakers, rate limiting, and observability. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-ai/ https://www.aidevops.us/learn/spring-ai/ How to add LLM features to a service the Spring Boot way with Spring AI 2.0: ChatClient, prompt templates, structured output, chat memory, Tool Calling, RAG (vector stores), and MCP servers. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-security/ https://www.aidevops.us/learn/spring-security/ Build a practical security architecture with Spring Security 6 on Spring Boot: JWT authentication, OAuth2 social login, role-based authorization, Method Security, CSRF defense, and testing. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-batch/ https://www.aidevops.us/learn/spring-batch/ Build large-scale data processing pipelines with Spring Batch 5 on Spring Boot. Design a practical batch system: the Job/Step/Chunk architecture, ItemReader/Writer, scheduling, parallel processing, and restart strategies. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-jpa/ https://www.aidevops.us/learn/spring-jpa/ Build a practical data access layer with Spring Data JPA and QueryDSL on Spring Boot: Entity design, association mapping, JPQL/QueryDSL, solving N+1, transactions, paging, and performance optimization. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/gin/ https://www.aidevops.us/learn/gin/ The most popular HTTP web framework in the Go ecosystem. A practice-focused guide covering routing, middleware, JSON binding, GORM, JWT authentication, and Docker deployment. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/nextjs/ https://www.aidevops.us/learn/nextjs/ The full-stack framework built on React. App Router, server/client components, data caching, server actions, Route Handlers, middleware, metadata and SEO, streaming, and deployment — learn the standard of modern web development from end to end. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/nuxt/ https://www.aidevops.us/learn/nuxt/ The full-stack SSR framework built on Vue 3. Learn file-based routing, the Nitro server, useFetch, SEO optimization, and deployment to Vercel. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/nodejs/ https://www.aidevops.us/learn/nodejs/ Node.js runs JavaScript on the server. Learn the npm ecosystem, the event loop, the file system, HTTP servers, and Express.js. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/prometheus/ https://www.aidevops.us/learn/prometheus/ Monitor servers and applications with Prometheus + Grafana. A complete guide to metric collection, the Exporter ecosystem, PromQL, provisioning Grafana dashboards, AlertManager alert routing, and installing, extending through CRDs, and operating kube-prometheus-stack. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/grafana/ https://www.aidevops.us/learn/grafana/ Visualize metrics, logs, and traces in a single dashboard with Grafana. Learn through practical examples: connecting data sources, building panels, variables, Unified Alerting, and provisioning (dashboards as code). Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/aws/ https://www.aidevops.us/learn/aws/ Build a real web service on AWS from start to finish. Multi-AZ VPC networking, ALB load balancing and HTTPS termination, connecting a domain with ACM and Route 53, ECS Fargate autoscaling, RDS, S3+CloudFront, IAM and Secrets security, CloudWatch monitoring, CI/CD, and structuring a Terraform project… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/gcp/ https://www.aidevops.us/learn/gcp/ Learn the core services of Google Cloud Platform and DevOps automation. Covers GKE (Google Kubernetes Engine) hybrid operations, deploying serverless containers on Cloud Run, VPC firewall design, IAM service account authentication, and the gcloud CLI. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/azure/ https://www.aidevops.us/learn/azure/ Learn cloud DevOps and infrastructure engineering on Microsoft Azure. Covers setting up and deploying AKS (Azure Kubernetes Service), network layout with Azure Virtual Network (VNet), role security with Microsoft Entra ID (formerly Azure AD), and scripting with the Azure CLI. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/ncp/ https://www.aidevops.us/learn/ncp/ Learn the core architecture and DevOps of NAVER Cloud Platform (NCP). Covers container design on NKS (Ncloud Kubernetes Service), VPC virtual networks and ACG firewall rules, IAM account management with Sub Accounts, and integration with the NCP CLI and Terraform. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/cloudflare/ https://www.aidevops.us/learn/cloudflare/ Learn Cloudflare edge computing and network tunneling. Master serverless frontend/backend deployment with Cloudflare Pages and Workers, safely exposing a model server on a local PC/laptop with Cloudflare Tunnel, CDN/DNS proxy caching settings, and the Wrangler CLI commands. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/sql/ https://www.aidevops.us/learn/sql/ Covers the common standard syntax of SQL (Structured Query Language), the heart of relational databases, and the basics of performance tuning. Learn the key practical knowledge, from DDL and DML through joins, subqueries, grouping, and improving query performance with indexes. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/oracle/ https://www.aidevops.us/learn/oracle/ Learn the structure and key practical uses of Oracle Database, widely used in large enterprise environments such as finance and manufacturing. Covers tablespace management, writing PL/SQL, hint-based execution plan tuning, and the distinctive architecture of Oracle. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/mysql/ https://www.aidevops.us/learn/mysql/ Learn MySQL, the open source relational database accepted as the standard in web service and microservice environments. Covers what matters most in real service development and operations: the traits of the InnoDB storage engine, index tuning (EXPLAIN), setting up replication, and backups. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/postgresql/ https://www.aidevops.us/learn/postgresql/ Master PostgreSQL, with its strong reliability and performance on complex queries. Learn from the standpoint of modern web and AI service architecture: how the MVCC (multi-version concurrency control) model works and VACUUM management, semi-structured modeling with JSONB, window functions, and… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/mongodb/ https://www.aidevops.us/learn/mongodb/ Learn MongoDB, the leading NoSQL database that overcomes the limits of relational databases. Covers the schemaless document model (BSON), CRUD, handling complex data pipelines with the Aggregation Pipeline, and Sharding/Replica Set setups for high-volume workloads. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/vectordb/ https://www.aidevops.us/learn/vectordb/ Learn the high-dimensional vector databases used to implement the RAG (retrieval-augmented generation) architecture at the heart of LLM (large language model) applications. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/ai-python/ https://www.aidevops.us/learn/ai-python/ Build LLM applications and AI Agents with Python. Laid out as a practical flow: asynchronous LLM calls, structured output with Pydantic, the ReAct loop, a FastAPI streaming server, and Agent testing. Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/ai-app-overview/ https://www.aidevops.us/learn/ai-app-overview/ A starting point for anyone moving from "trying out" LLMs to "building a service" with them. It lays out the full structure of an LLM application, when to use RAG, Agents, or fine-tuning, the framework landscape, and evaluation and operations — a roadmap for the order in which to read the guides in… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/backend-overview/ https://www.aidevops.us/learn/backend-overview/ A starting point for anyone new to backend development. It maps everything the backend deals with — the client-server model and HTTP, API design, databases, authentication, caching, and deployment — and lays out how to choose a language and framework and a learning roadmap from your first API server… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/spring-overview/ https://www.aidevops.us/learn/spring-overview/ A starting point for anyone new to Java and Spring. It covers why Spring became the enterprise standard, core concepts such as IoC/DI and AOP, a map of the ecosystem from Spring Boot through Data JPA, Security, Batch, and Cloud Gateway, and a step-by-step learning roadmap from monolith to… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/frontend-overview/ https://www.aidevops.us/learn/frontend-overview/ A starting point for anyone new to web frontend development. It covers how the browser draws the screen, the roles of HTML, CSS, and JavaScript, why frameworks such as React and Vue are needed, rendering strategies (CSR, SSR, SSG), and a learning roadmap from JavaScript basics to deploying with… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/mobile-overview/ https://www.aidevops.us/learn/mobile-overview/ A starting point for anyone new to mobile app development. It covers the differences between native, cross-platform, and hybrid approaches, whether to choose Android (Kotlin) or Flutter, the app lifecycle and architecture, and store release — a full map of mobile development and a step-by-step… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/database-overview/ https://www.aidevops.us/learn/database-overview/ A starting point for anyone learning databases for the first time. It covers why databases are needed, how relational (RDBMS), NoSQL, and vector DBs differ, table design and normalization, how indexes and transactions work, how to choose between Oracle, MySQL, PostgreSQL, and MongoDB, and a learning… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/devops-overview/ https://www.aidevops.us/learn/devops-overview/ A starting point for anyone new to DevOps. It covers why DevOps is a culture and a methodology rather than a tool, the full flow that carries code to production, a map of the technology from Linux and Docker through CI/CD, Kubernetes, and monitoring, and a step-by-step learning roadmap and practice… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/infra-overview/ https://www.aidevops.us/learn/infra-overview/ A starting point for anyone learning web service infrastructure for the first time. It covers the roles of DNS, load balancers, reverse proxies, and caches on the path a user request takes to reach the server, how to scale a system as traffic grows, where Nginx and Redis sit in the architecture, and… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/learn/cloud-overview/ https://www.aidevops.us/learn/cloud-overview/ A starting point for anyone new to the cloud. It covers what the cloud is and why it is used, how IaaS, PaaS, SaaS, and serverless differ, a map of the core services every cloud has in common, a comparison of AWS, GCP, Azure, NCP, and Cloudflare, the basics of cost and security, and a step-by-step… Learn Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/books/kubernetes-production-engineering/ https://www.aidevops.us/books/kubernetes-production-engineering/ Designing, Deploying, Scaling, Securing, Troubleshooting, and Operating Kubernetes in the Cloud Books Thu, 01 Oct 2026 00:00:00 GMT https://www.aidevops.us/books/docker-kubernetes-practical-introduction/ https://www.aidevops.us/books/docker-kubernetes-practical-introduction/ From “it works on my machine” to your first Kubernetes application — 2026 Edition Books Thu, 01 Oct 2026 00:00:00 GMT