A Swarm of Agents Building a Bamboo Cathedral of Mixed Metaphors | Los Angeles

# A Swarm of Agents Building a Bamboo Cathedral of Mixed Metaphors | Los Angeles . 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[AI Tinkerers](https://la.aitinkerers.org/) 2. [Event](https://la.aitinkerers.org/p/ai-tinkerers-la-march-builder-meetup-live-demos) 3. Talk Members-Only Recent Talks & Demos are for members only Exclusive feed You must be an AI Tinkerers active member to view these talks and demos. [Sign in](https://la.aitinkerers.org/signin?redirect_url=%2Ftalks%2Frsvp_ibvl8LTzeUc)[View FAQ](https://la.aitinkerers.org/p/faq) March 20, 2026·Los Angeles # Metaphorex: Multi-Agent Claude Code Discover how specialized Claude Code agents coordinate via GitHub to build a knowledge graph of metaphors, illuminating their strengths and weaknesses without external dependencies. [Claude Code](https://la.aitinkerers.org/technologies/claude-code)[Claude Code plugins](https://la.aitinkerers.org/technologies/claude-code-plugins)[Claude Code Opus](https://la.aitinkerers.org/technologies/claude-code-opus)[GitHub Issues](https://la.aitinkerers.org/technologies/github-issues)[GitHub Pull Requests](https://la.aitinkerers.org/technologies/github-pull-requests) Overview Metaphorex is a knowledge graph of metaphors – what they illuminate, where they break down – written and curated by a pipeline of specialized Claude Code agents coordinating through GitHub. Links * [https://metaphorex.org](https://metaphorex.org/?utm_campaign=ai-tinkerers-la-march-builder-meetup-live-demos&utm_content=link1&utm_medium=ai-tinkerers&utm_source=la) > Taxonomy mapping conceptual metaphors and design patterns across technical literature. * [https://github.com/metaphorex/metaphorex](https://github.com/metaphorex/metaphorex?utm_campaign=ai-tinkerers-la-march-builder-meetup-live-demos&utm_content=link2&utm_medium=ai-tinkerers&utm_source=la) > Metaphorex catalogs conceptual mappings using AI-automated Markdown and Astro. Tech stack * Claude Code Anthropic'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. [https://claude.com/code](https://claude.com/code?utm_campaign=talk-tech-stack&utm_content=tech1&utm_medium=aitinkerers.org&utm_source=la) [View projects](https://la.aitinkerers.org/technologies/claude-code) * Claude Code plugins Package and share custom Claude Code functionality: bundle slash commands, sub-agents, and hooks for reusable, versioned workflow extensions. Claude Code plugins are the standardized extension system for the Claude Code agentic terminal tool. They package custom functionality—like slash commands, sub-agents, hooks, and MCP servers—into reusable, versioned bundles. This architecture allows developers to standardize and share specific toolchains and project conventions across teams (e.g., a 'security-review' plugin). Plugins move beyond local configuration, enabling distribution through marketplaces and installation via the `/plugin` command for consistent, efficient workflows on any project. [https://docs.claude.com/en/docs/claude-code/plugins](https://docs.claude.com/en/docs/claude-code/plugins?utm_campaign=talk-tech-stack&utm_content=tech2&utm_medium=aitinkerers.org&utm_source=la) [View projects](https://la.aitinkerers.org/technologies/claude-code-plugins) * Claude Code Opus Claude Code Opus is a terminal-based agentic tool that pairs Anthropic’s most intelligent model with direct filesystem access to automate complex engineering tasks. Claude Code Opus transforms software development from manual tinkering into an industrial-scale process by combining the Claude Opus 4.6 model with a command-line interface. Unlike standard chat assistants, this agentic duo reads and writes files directly, executes terminal commands, and manages multi-step refactoring across massive codebases using a 1-million-token context window. It eliminates manual context-pasting by maintaining a local CLAUDE.md memory file and offers an effort parameter (low, medium, high) to balance deep reasoning with token efficiency. Engineers use it to find zero-day vulnerabilities, debug production environments in a loop, and delegate high-stakes planning that previously required constant human oversight. [https://www.anthropic.com/claude-code](https://www.anthropic.com/claude-code?utm_campaign=talk-tech-stack&utm_content=tech3&utm_medium=aitinkerers.org&utm_source=la) [View projects](https://la.aitinkerers.org/technologies/claude-code-opus) * GitHub Issues The built-in, lightweight tracking system for bugs, features, and tasks: it lives directly within every GitHub repository. GitHub Issues is your repository's native project management tool. Use it to track work: log a bug report, propose a feature (enhancement), or define a task. Each issue gets a unique ID (e.g., #42), enabling direct reference in commits and pull requests. Assign ownership to a specific user, apply labels (like `bug` or `documentation`), and group related work under milestones. The system supports full Markdown for clear communication and acts as a centralized discussion forum for all work items. [https://docs.github.com/en/issues](https://docs.github.com/en/issues?utm_campaign=talk-tech-stack&utm_content=tech4&utm_medium=aitinkerers.org&utm_source=la) [View projects](https://la.aitinkerers.org/technologies/github-issues) * GitHub Pull Requests GitHub Pull Requests (PRs) are the core collaboration tool: they propose code changes from a feature branch (e.g., `feat/login-fix`) to a base branch (e.g., `main`) for review and discussion before final merge. GitHub Pull Requests (PRs) are the foundational mechanism for collaborative software development, managing proposed changes between branches. A developer pushes code from a feature branch (e.g., `dev/issue-401`) to a remote repository, then opens a PR targeting the base branch (commonly `main`). This action initiates the review cycle: stakeholders, like Code Owners, review the file diffs, add line-by-line comments, and suggest specific edits. Once all automated CI/CD checks pass and reviewers approve (e.g., two required approvals), the PR is merged. This structured process ensures quality control and transparent change management across a project’s primary codebase. [https://docs.github.com/en/pull-requests](https://docs.github.com/en/pull-requests?utm_campaign=talk-tech-stack&utm_content=tech5&utm_medium=aitinkerers.org&utm_source=la) [View projects](https://la.aitinkerers.org/technologies/github-pull-requests) ## Related projects [Cloud-Hosted, Multi-Agent Workspaces (or: Gas Town in the Sky) Seattle See a live demo of a multi-agent software development loop in the cloud, from request to deployment and…](https://seattle.aitinkerers.org/talks/rsvp_mVgQoXtoVzE)[From 1 Agent to 11: Patterns for Multi-Agent Systems That Actually Work Columbus Discover how 11 specialized AI agents manage a technology organization, sharing an encrypted CRM and operating under a…](https://columbus.aitinkerers.org/talks/rsvp_nZaEJ2xzX0c)[Building Effective Agents Brussels Learn to build effective AI agents using the Claude Agents SDK. 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