This article addresses the fundamental limitation that AI coding agents forget codebase context between sessions. The author introduces "Shadow Engineer," a learning layer designed to retain state and enable AI agents to learn and improve continuously over time.
Kimi Code is Moonshot AI's free, open-source AI coding agent that runs in your terminal and coordinates up to 100 parallel sub-agents. This guide covers everything from its setup to the best prompts, real use cases, and how to make money with it, presenting a significant free alternative to tools like Claude Code.
Claude Code is Anthropic's new terminal-based AI agent designed for agentic coding, offering capabilities like multi-file edits, test runs, and natural language-guided refactoring. Users are advised to integrate its output into existing code review processes, treat it like any contributor, and understand its access permissions on their systems.
oh-my-agent v2, the second major release of the AI coding agent framework, introduces nine new skills and elevates Cursor to a first-class vendor. The toolkit achieved an 80/100 score on a new benchmark, aiming to address inconsistencies and improve agent behavior.