Building Smarter Coding Assistants with Claude Code

Building Smarter Coding Assistants with Claude Code Modern software development is increasingly shaped by AI-powered tooling. Among these tools, coding assistants stand out as one of the most impactful innovations—helping developers write, debug, and optimise code faster than ever before. In this article, we’ll explore what coding assistants really are, how they work under the hood, and why Claude Code represents a particularly powerful approach to AI-assisted development. What Is a Coding Assistant? A coding assistant is an AI-powered tool built on top of language models that helps developers perform programming tasks. These tasks can range from fixing bugs to generating entire features. ...

January 11, 2026 · 5 min · 965 words · me

Building with Claude: A Practical Developer Guide to Models, APIs, Prompts, Tools, RAG, MCP, and Agents

Building with Claude: A Practical Developer Guide to Models, APIs, Prompts, Tools, RAG, MCP, and Agents Claude is not just a chatbot interface. It is a platform for building AI-powered applications: assistants, coding tools, document processors, data analysers, retrieval systems, workflow automations, and agents that can use external tools. This guide walks through the main concepts a developer needs to understand when building with Claude: how to choose a model, how API requests work, how to manage conversations, how to control outputs, how to evaluate prompts, how tool use works, how to build RAG systems, how MCP fits into the architecture, and when to use workflows versus agents. ...

December 28, 2025 · 34 min · 7112 words · me