One developer managing multiple concurrent enterprise projects
Current acceleration: 10-20x per project (based on internal testing)
Guild is a modular, multi-agent AI framework built in Go, designed to automate complex development tasks by orchestrating specialized AI agents ("artisans") into teams ("guilds") to complete a well defined objective ("campaign"). Each artisan handles roles like coding, reviewing, or testing, collaborating seamlessly to achieve ambitious technical objectives.
The Vision: Enable one developer to deliver results traditionally requiring entire development teams, across multiple concurrent projects at the same time.
- Agents (Artisans): Specialized AI workers handling distinct roles
- Guild-Core: Coordinates agents, task distribution, and workflow orchestration
- Corpus: Human readable knowledge management for adding and retrieving from agent memory
- Local RAG: Local vector memory with support for any model provider
- TUI: Interactive terminal UI for managing tasks and agent interactions
- MCP: Model Context Protocol integration with both client and server capabilities for seamless tool and service connectivity
- Prompt-Storage: Secure, version-controlled prompt management via Git
- Extensive Api Model Provider Support: Openai, Anthropic, Deepseek, Deepinfra, Ollama and Ora
- Claude Code CLI as a Provider: Claude Code CLI is wrapped and can be selected as a model provider, taking advantage of the claude max subscription
- 10-20x acceleration per project (validated in pilot projects)
- Concurrent management of multiple projects by a single developer
- Automated execution of complex development workflows
- Advanced cost optimization and real-time budget tracking
- Comprehensive audit logging for development transparency
- Sandboxed development processes preventing runaway agents
- Production-grade reliability at startup speed
- Simple, intuitive interfaces to manage tasks and workflows
- Engaging guild-themed terminology ("artisans" for agents, "commissions" for tasks) makes complex workflows easy to understand
- Modular, extensible architecture supports rapid integration and scaling
Framework Status (60% of MVP milestones achieved):
- 🔧 Extensive Claude Code usage driving Guild design refinement
- ✅ 3 productivity tools built during development process (saving 1+ month annually)
- ✅ Useful projects being made public regularly over the past month that are being built to refine guild
- 🔧 60K+ lines of production-grade Go Python and Lua code generated through Claude Code workflows in last month
- ✅ Claude Code and Claude Max plan integrated into framework
- 🔧 Agent orchestration architecture designed and partially implemented
- 🔧 Parallel project management system in development
- ✅ Local RAG and knowledge management system implemented
- ✅ Kanban task management system implemented
- ✅ Versioned system prompt system implemented
- ✅ API Provider support implemented for Deepseek, Anthropic, Openai, Ollama, Deepinfra and Ora llm apis
- ✅ Claude Code as a model provider is implemented, with support for model selection not currently documented by anthropic
- 🔧 Agent specialization and workflow automation (in progress)
- 🔧 Workflow monitoring and multi-agent chat interface partially implemented
Current Focus: Transitioning from Claude Code-powered development to full Guild framework implementation
Guild excels for solo development of massive, high quality software projects that require significant domain knowledge to do well, increasing an experienced developers capabilities by 10x compared to other ai agent frameworks:
- Crypto/Web3 protocols and infrastructure
- High-growth startups scaling rapidly
- Solo developers who have big dreams but little time
- Infrastructure companies building at scale
- Developer tooling and platform companies
- Agentic Legal Assistants
- Offline Agentic Systems via Ollama models
- Any organization where 30x development acceleration provides competitive advantage
Perfect for teams that move fast, embrace cutting-edge technology, and need to ship complex products quickly.
Guild is currently in private development with limited availability for early-access partnerships.
We are seeking:
- Fast-moving organizations ready to pilot breakthrough productivity tools
- Startups and scale-ups needing rapid development acceleration
- Crypto/Web3 companies building complex infrastructure
- Technical leaders exploring next-generation development frameworks
Blockhead Consulting
Next-Generation Development Framework Implementation
- Website: blockhead.consulting (launching soon)
- Services: Guild implementation, AI development acceleration, rapid prototyping
Available for immediate consulting: High-performance development, crypto infrastructure, AI agent systems
🔒 Repository Notice: This repository contains framework documentation only. Guild technology is proprietary and available for pilot partnerships and licensing through Blockhead Consulting.
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