Technical Articles

Caching Economics: Building Cost-Efficient LLM Pipelines

Learn how prompt caching cuts API bills by up to 90% and evaluate your token economics live using our interactive calculator.

[Draft] Facebook & IG Carousel: Why AI Engineering is the Next Big Wave

Understanding Prompt Caching in Gemini API: 90% Cost Savings

Learn how to use Gemini API Context Caching to drop your AI API bills by 90% and reduce latency for long-context applications.

Multi-Agent State Orchestration with LangGraph

Learn how to replace fragile LLM tool chains with stateful, fault-tolerant multi-agent architectures using LangGraph and Python.

Building a Next.js 15 Streaming Chatbot with Vercel AI SDK

Learn how to build a low-latency AI chatbot using Next.js 15 App Router, Vercel AI SDK, and Google's Gemini API with server-sent events.

Dockerizing Local LLMs (Ollama) for Cloud Deployments

Learn how to deploy Ollama with full GPU support and persistent model volumes using Docker Compose.

What is MCP and Why It Will Standardize Agentic AI

Learn how the Model Context Protocol (MCP) solves the fragmentation in AI tool calling by introducing a universal, open standard for agents and APIs.