Deno Fresh Starter
This is an opinionated starter project for Deno Fresh with Tailwind CSS. The goal is to set the groundwork for developing fullstack apps using Cursor/Windsurf IDEs relying heavily on AI code generation. AI works best when given examples, so this is what the project is providing.
Initially started as a basic Deno Fresh template, this project has evolved to include a complete AI agent ecosystem implementation. This ecosystem demonstrates how to build and manage AI agents with a feedback-driven improvement system.
AI Agent Ecosystem
The project includes a complete implementation of an AI agent system in the /routes/agents folder. Key features include:
Core Concepts
AI Agents: Each agent is defined by a system prompt that fully specifies its behavior and capabilities. Agents can be created, versioned, and improved over time.
Feedback System: The ecosystem includes a sophisticated feedback mechanism:
- Users can provide feedback on agent responses
- A specialized "Coach" agent analyzes the feedback
- The Coach suggests improvements to the agent's instructions
- New versions are created with improved instructions
Version Control:
- Each agent maintains a linear version history
- Only the most recent version is active
- Each version stores:
- Name
- System prompt
- Changelog
- Previous version reference
Task Management:
- Each agent interaction is tracked as a task
- Tasks store the prompt, response, and any feedback
- Responses are streamed in real-time
- Task history is maintained for analysis
Using Without Agents
If you want to use this template without the AI agent ecosystem - just remove the /routes/agents folder.
Development Guidelines
- See .windsurfrules for development guidelines for Windsurf editor.
- See docs for functionality description and design decisions.
Website: https://deno-fresh-starter.dev/