Agent System Architecture
How Bootspring's AI expert agents work.
Overview#
The agent system provides specialized AI personas for different development tasks. Each agent has expertise in a specific domain and collaborates with others.
Agent Architecture#
┌─────────────────────────────────────────────────────────────────────┐
│ AGENT SYSTEM │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Agent │ │ Context │ │ LLM │ │
│ │ Registry │───▶│ Builder │───▶│ Provider │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Profile │ │ Project │ │ Response │ │
│ │ Loader │ │ Context │ │ Processor │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────────┘
Agent Profile#
Profile Structure#
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Example Profile#
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Agent Registry#
Registry Implementation#
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Agent Invocation#
Invoker Implementation#
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Context Building#
Context Builder#
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Agent Collaboration#
Delegation System#
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Multi-Agent Workflows#
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Response Processing#
Processor Implementation#
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Agent Categories#
Development Agents#
| Agent | Expertise |
|---|---|
frontend-expert | React, Next.js, CSS |
backend-expert | APIs, servers, logic |
database-expert | Schemas, queries, optimization |
api-expert | REST, GraphQL, design |
mobile-expert | React Native, iOS, Android |
Quality Agents#
| Agent | Expertise |
|---|---|
testing-expert | Unit, integration, E2E |
security-expert | Auth, vulnerabilities, compliance |
performance-expert | Optimization, profiling |
code-review-expert | Best practices, patterns |
Architecture Agents#
| Agent | Expertise |
|---|---|
architecture-expert | System design, patterns |
devops-expert | CI/CD, infrastructure |
cloud-expert | AWS, GCP, Azure |
Business Agents#
| Agent | Expertise |
|---|---|
business-strategy-expert | Strategy, planning |
fundraising-expert | Investors, pitching |
growth-expert | Metrics, acquisition |