Building Custom Coding Agents: A Technical Deepdive into LangChain's Agentic Harness
By
Sreejith Sreejayan
Summary
This article explains that the true power of coding agents like Claude Code comes not from the AI model itself, but from the "agentic harness" — the control plane that provides tools, execution environment, memory, and task tracking. It then dives into how to build a similar system using LangChain's deep agent capabilities, offering a technical deepdive into constructing custom coding agents.
Source
Twitter / XBuilding Custom Coding Agents: A Technical Deepdive into LangChain's Agentic Harnesspub.towardsai.netKey quotes
· 3 pulledThe magic of Claude Code is not the model alone; it is the agentic harness wrapped around it.
Without the harness, a language model is just a text generator. With the harness, it becomes a capable,
A coding agent is not just a smarter chatbot.
You might also wanna read
Swift Reimplementation of Claude Code-Style Coding Agent for Learning Architecture Principles
This article documents a Swift reimplementation of a Claude Code-style coding agent, built as a learning project to explore what makes codin
Introduction to Agentic Engineering: Developing Software with AI Coding Agents
The article introduces the concept of 'agentic engineering' as the practice of developing software with the assistance of coding agents. It
Learn Harness Engineering: A Course on Making AI Coding Agents Reliable
A project-based course on Harness Engineering that teaches how to design environments, state management, verification, and control systems t
Experiencing the AI Coding Revolution: Two Months with Claude Code and AlphaGo Implementation
The article discusses the author's experience with AI coding assistants, specifically Claude Code, over two months. The author describes imp
A Practical Guide to Using Claude Code for AI-Assisted Development
The article provides a detailed guide on using Claude Code, an AI coding tool, to implement new features in a complex codebase. It emphasize
The Challenge of Verifying Code Quality from AI Coding Agents
The article discusses the author's experience building AI coding agents that work autonomously while they sleep, and the resulting challenge
Comments
Sign in to join the conversation.
No comments yet. Be the first.
