Build an anonymous wall of hopes and fears about AI
A poster built a site with Claude Code where Haiku moderates and places posts and Opus regroups and names themes. Task: Suggested implementation: Build an anonymous web application where users submit hopes and fears about AI. Use Claude Haiku to moderate submissions and categorize them, and Claude Opus to regroup posts and name themes. Develop the application using Claude Code with a staged agent workflow involving a planner and critic. Human role: Define specifications and approve outputs at designated sign-off points, as Claude Code does not accept mid-run input.; tools: Claude Code, Claude. Human role: The original post does not say how a person stayed involved.; limitations: Prerequisite: Access to Claude Code and API keys for Haiku and Opus. Constraint: Claude Code runs autonomously without mid-run user input, requiring pipeline splits at human sign-off points. Operating cost: API usage fees for moderation and grouping. Integration uncertainty: Source reliability is low (HTTP 403 error), so workflow details are inferred from the provided summary..
Tools
Published on Agent Work Atlas:
Overview
A poster built a site with Claude Code where Haiku moderates and places posts and Opus regroups and names themes.
Workflow
Suggested implementation: Build an anonymous web application where users submit hopes and fears about AI. Use Claude Haiku to moderate submissions and categorize them, and Claude Opus to regroup posts and name themes. Develop the application using Claude Code with a staged agent workflow involving a planner and critic. Human role: Define specifications and approve outputs at designated sign-off points, as Claude Code does not accept mid-run input.
Reported result
Actual outcomes are unknown due to source unavailability. Proposed measurable acceptance check: Verify that the deployed site allows anonymous submissions, correctly moderates content via Haiku, and displays thematically grouped posts named by Opus without requiring user accounts or tracking cookies.
Human role
The original post does not say how a person stayed involved.
Limitations
Prerequisite: Access to Claude Code and API keys for Haiku and Opus. Constraint: Claude Code runs autonomously without mid-run user input, requiring pipeline splits at human sign-off points. Operating cost: API usage fees for moderation and grouping. Integration uncertainty: Source reliability is low (HTTP 403 error), so workflow details are inferred from the provided summary.
Try it
Act as a senior full-stack developer. I want to build an anonymous web app for users to submit hopes and fears about AI. Use Claude Code to scaffold the project. Implement a backend where Claude Haiku moderates each submission and assigns a category, and Claude Opus periodically regroups posts and names themes. Frontend should be minimal, requiring no accounts or cookies. Steps: 1. Define the data schema for submissions (text, timestamp, moderation_status, theme_id). 2. Write the Claude Code prompt to generate the Next.js/React frontend and Node.js backend. 3. Implement the API endpoints for submission and retrieval. 4. Integrate Claude Haiku for real-time moderation and categorization. 5. Integrate Claude Opus for batch processing to group posts and generate theme names. 6. Ensure no tracking cookies or user accounts are used. Output: Complete code files for the application. Quality Check: Run a local server, submit 5 test messages (3 valid, 2 inappropriate), and verify that Haiku filters the inappropriate ones and Opus groups the valid ones into coherent themes. Safeguards: Do not deploy to production. Run a dry test locally first. Ask me for clarification if the specific tech stack (e.g., Next.js vs. Vite) is not defined. Confirm with me before spending any API credits on testing.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.