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How 20 cute pixel agents plan my life for me
Discover a multi-agent system with 20 Claude agents planning a multi-year life decision. See the architecture, orchestration, scoring engine, and live dashboard.
I made a multi-agent system with Claude Code that helps me make a high-stakes, multi-year life decision such as where to live next. 🫡
It runs around 20 agents, each defined as a plain markdown system-prompt file: 10 “city champion” agents that research and debate candidate cities, strategic agents (finance, career, family), a daily news scanner, a “contentment” agent that audits decisions for emotional cost, and a synthesizer that produces the final ranking. Every agent reads one shared CLAUDE.md “constitution,” they coordinate through markdown knowledge files versioned in Git, they run on Claude scheduled routines, and they feed a deterministic 100-point Python scoring engine. A React pixel-art dashboard renders the agents as a little world you can watch. 🌈 🐄
In the demo I’ll walk the real architecture: the agent prompt files, the 6-phase orchestration (research -> debate -> contentment gate -> synthesis -> dashboard), the scoring engine code, the scheduled routines, and the live dashboard. The spine of the talk is how this evolved from a single Claude chat into a 20-agent app — I’ll show the actual files, workflow, and Git history at each stage. (A couple of prompt files hold private financial data and will be redacted; all architecture, code, and workflow are shown live.)
- Claude CodeAnthropic's agentic coding tool: Unleash Claude's raw power directly in your terminal or IDE to turn complex, hours-long workflows into a single command.Claude Code is Anthropic’s powerful agentic coding assistant, designed for high-velocity development. It operates natively within your terminal, IDE (VS Code, JetBrains), or via a web interface, allowing you to delegate complex tasks like feature building, bug fixing, and codebase navigation. The agent plans, edits files, executes commands, and creates commits, maintaining awareness of your entire project structure. Internally, Anthropic engineers using Claude Code reported a 67% increase in productivity, demonstrating its capacity to deliver significant gains for Pro and Max plan users.
- Claude (Opus / Sonnet)Anthropic's flagship AI models engineered for advanced reasoning, sophisticated coding, and high-stakes enterprise workflows.Developed by Anthropic, the Claude model family represents the frontier of safe, high-performance artificial intelligence. The lineup is anchored by two primary powerhouses: Claude Opus (the premium model optimized for complex, multi-step reasoning and deep analysis) and Claude Sonnet (the highly efficient workhorse balancing rapid execution with advanced cognitive capabilities). Both models feature a massive 200,000-token context window, state-of-the-art multilingual processing, and industry-leading performance in professional software engineering and data analysis. Built using Constitutional AI principles, they deliver reliable, steerable, and secure outputs for developers and enterprises alike.
- PythonPython: The high-level, general-purpose language built for readability, powering everything from web backends to advanced machine learning models.Python is the high-level, general-purpose language prioritizing clear, readable syntax (via significant indentation), ensuring rapid development for any team . Its ecosystem is massive: use it for robust web development with frameworks like Django and Flask, or leverage its power in data science with libraries such as Pandas and NumPy . The Python Package Index (PyPI) provides thousands of community-contributed modules, offering immediate solutions for tasks from network programming to GUI creation . The language is actively maintained by the Python Software Foundation (PSF), with the stable release currently at Python 3.14.0 (as of November 2025) .
- ReactReact is an open-source JavaScript library for building dynamic user interfaces (UIs).React is a component-based JavaScript library, developed by Meta (Facebook), engineered for building fast, declarative UIs. It mandates a one-way data flow and utilizes a Virtual DOM mechanism to ensure efficient, predictable updates to the user interface. Developers construct complex UIs by composing small, encapsulated components; this architecture promotes code reusability and simplifies state management across large applications. The library employs JSX (a syntax extension) to integrate HTML-like markup directly within JavaScript logic, supporting development for both web (React DOM) and native mobile platforms (React Native).
- TypeScriptTypeScript is an open-source superset of JavaScript: it adds static typing and compiles to clean, standards-based JavaScript.TypeScript is a high-level, open-source language developed by Microsoft: it acts as a superset of JavaScript, adding a powerful static type system. This system enables compile-time type checking, catching errors before runtime (a critical benefit for large-scale applications). The TypeScript Compiler (TSC) reliably transpiles all code into clean, standards-based JavaScript (ES3 or newer), ensuring compatibility across any browser or host environment (Node.js, React.js, etc.).
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