Exploring technology, design, and development through thoughtful articles and tutorials.
Articles on architecture, APIs, Laravel, React/Next.js, cloud, databases, event-driven systems, AI, and mobile.
Articles on building production-ready applications with frontend, backend, database, and cloud architecture.
Browse Full-stack topicsGuides on API design, services, WebSocket, Node.js, Laravel backends, and integration patterns.
Browse API contentBest practices for Laravel applications, PHP architecture, Eloquent, Blade, and production maintenance.
Browse Laravel contentFrontend tutorials for React, Next.js, SEO-friendly rendering, and modern UI development.
Browse React contentCloud deployment, Docker, CI/CD, monitoring, and production infrastructure best practices.
Browse cloud contentDatabase architecture, optimization, caching, and storage strategies for scalable systems.
Browse database contentEvent-driven systems, streaming architecture, and asynchronous workflows for real-time products.
Browse event-driven contentRAG, agents, OpenAI/Claude integrations, GenAI features, and production AI patterns for SaaS products.
Browse AI contentLangChain, LangGraph, and framework comparisons for product engineers shipping LLM features.
Browse AI frameworksCross-platform mobile development, React Native, and app release planning for product teams.
Browse mobile contentA practical, 1,500+ word engineering guide to generating text vector embeddings using PyTorch and Sentence-Transformers — sentence pooling layers, cosine similarity math, batch vectorization, and pgvector storage.
A practical, 1,500+ word engineering evaluation comparing TensorFlow Serving and TorchServe for enterprise model deployment — dynamic batching, multi-model hosting, gRPC vs REST endpoints, and Docker container orchestration.
A practical, 1,500+ word engineering guide to Scikit-Learn for web product developers — building classification models, regression predictors, dataset preprocessing pipelines, cross-validation, and joblib serialization.
A comprehensive, 1,600+ word technical comparison of PyTorch and TensorFlow for backend engineers and software architects — covering graph execution paradigms, debugging experience, production serving, Hugging Face ecosystem, and career positioning in 2026.
A practical, 1,500+ word engineering guide for web developers learning PyTorch — covering model loading, GPU memory management, dataset loaders, fine-tuning loops, and serving via web APIs.
A practical, 1,500+ word engineering tutorial for Python developers using Hugging Face Transformers — loading open-source LLMs, computing text embeddings, quantization with bitsandbytes, and pipeline optimization.
A practical, 1,500+ word engineering guide to fine-tuning open-source LLMs using PyTorch, Hugging Face PEFT, and LoRA (Low-Rank Adaptation) — parameter-efficient training, dataset formatting, QLoRA 4-bit setup, and model merging.
A practical, 1,500+ word engineering guide to serving PyTorch and Hugging Face models inside FastAPI microservices — async request handling, lifespan context startup, batch processing, GPU concurrency, and Docker packaging.
A practical, 1,500+ word engineering guide to computer vision pipelines in Python — combining OpenCV image processing, torchvision neural networks, object detection (YOLO), and web API integration.
A practical, 1,500+ word engineering guide to accelerating AI model inference speed using ONNX Runtime and NVIDIA TensorRT in Python web services — covering model export, graph optimization, FP16/INT8 precision, and C++ engine execution.