Getting Started

Learn how to build production-grade AI agents with Aixgo.

Agents

Agent Types Guide

Comprehensive guide to all Aixgo agent types including Classifier and Aggregator agents with examples and best practices.

Core Concepts

Multi-Agent Orchestration

Learn how to coordinate multiple agents with supervisor patterns and message routing.

Single Binary vs Distributed Mode

Understand how Aixgo scales from local development to distributed production with zero code changes.

Type Safety & LLM Integration

Leverage Go's type system for compile-time guarantees in LLM interactions and tool definitions.

Deployment

Building Docker Images from Scratch

Create minimal 8MB production containers leveraging Aixgo's single binary advantage.

Production Deployment

Deploy Aixgo agents to production with best practices for scaling and monitoring.

Observability & Monitoring

Instrument Aixgo agents with OpenTelemetry, distributed tracing, and structured logging for production visibility.

Getting Started

Quick Start Guide

Get started with Aixgo in under 5 minutes. Build your first multi-agent system.

Core Concepts

Understand Aixgo's fundamental building blocks: agent types, supervisor patterns, and message-based communication.

LLM Integration

Validation with Automatic Retry

Pydantic AI-style automatic validation retry for 40-70% improved structured output reliability

Orchestration

Pattern Composition for Multi-Phase Workflows

Compose existing orchestration patterns to build complex multi-phase workflows without custom orchestrators

Production

Cost Optimization Strategies

Optimize LLM costs using caching, monitoring, intelligent routing, and deterministic aggregation

Reference

Provider Integration Guide

Integrate Aixgo with OpenAI, Anthropic, Google Vertex AI, HuggingFace, Ollama (local), and vector databases.