When to prompt engineer This guide focuses on success criteria that are controllable through prompt engineering. Not every success criteria or failing eval is best solved by prompt engineering. For example, latency and cost can be sometimes more easily improved by selecting a different model. Prompt engineering is far faster than other methods of model behavior control, such as finetuning, and can
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Install and configure the Claude Code extension for VS Code. Get AI coding assistance with inline diffs, @-mentions, plan review, and keyboard shortcuts. The VS Code extension provides a native graphical interface for Claude Code, integrated directly into your IDE. This is the recommended way to use Claude Code in VS Code. With the extension, you can review and edit Claudeâs plans before accepting
Learn about integrating Claude Code into your development workflow with Claude Code GitHub Actions Claude Code GitHub Actions brings AI-powered automation to your GitHub workflow. With a simple @claude mention in any PR or issue, Claude can analyze your code, create pull requests, implement features, and fix bugs - all while following your projectâs standards. Claude Code GitHub Actions is built o
This demo application showcases agents talking to other agents over A2A. The frontend is a mesop web application that renders conversations as content between the end user and the "Host Agent". This app can render text content, thought bubbles, web forms (requests for input from agents), and images. More content types coming soon The Host Agent is a Google ADK agent which orchestrates user request
Copy# Cline's Memory Bank I am Cline, an expert software engineer with a unique characteristic: my memory resets completely between sessions. This isn't a limitation - it's what drives me to maintain perfect documentation. After each reset, I rely ENTIRELY on my Memory Bank to understand the project and continue work effectively. I MUST read ALL memory bank files at the start of EVERY task - this
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