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bookmrks.io - Discovery, refined.
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Learn to Build Coding Agents with Bash

Explore the learn-claude-code repository for developing coding agents using Bash, focusing on model training and harness engineering.

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Summary

learn-claude-code is a GitHub repository focused on developing coding agents using Bash as the primary language. It emphasizes the concept that an agent is fundamentally a model trained to perceive, reason, and act within an environment.

Key features:

  • Model Definition - Clarifies that an agent is a trained model, not just a framework or prompt chain.
  • Harness Engineering - Focuses on building the environment in which the agent operates, including tools, knowledge, and action interfaces.
  • Real-World Applications - Discusses various domains where coding agents can be applied, such as healthcare, logistics, and education.
  • Development Techniques - Covers methods for training agents, including reinforcement learning and fine-tuning.
  • Context Management - Highlights the importance of managing context and permissions for safe agent operation.

This repository serves as a guide for developers interested in creating effective harnesses for coding agents, emphasizing the need for a structured approach to agent development.

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