OctaAI - Autonomous Software Engineering Agent

OctaAI is an autonomous AI agent that can design, implement, test, deploy, and manage software projects end-to-end with minimal human intervention.

Features

• Autonomous Planning & Execution: Takes high-level prompts and breaks them into actionable tasks
• Multi-LLM Support: Works with OpenAI, Claude, and Ollama (local models)
• Code Generation & Self-Repair: Generates code, runs tests, and fixes errors automatically
• Remote Server Management: SSH into servers, install packages, configure services
• Deployment Automation: Deploy applications, configure Nginx, setup SSL certificates
• Safety First: Configurable allowed paths and command filtering

Architecture

octa-agentd  (Daemon - Agent Runtime)
     |
     +-- LLM Provider Layer (OpenAI/Claude/Ollama)
     +-- Tool Registry
          +-- Filesystem Tools
          +-- Code Execution Tools
          +-- Git Tools
          +-- SSH Tools
          +-- HTTP Tools

Quick Start

Prerequisites

• Go 1.21+
• Ollama (optional, for local models)

Installation

# Clone the repository
git clone https://github.com/mparvin/octaai.git
cd octaai

# Build the project
make build

# Or install directly
make install

Configuration

Create a configuration file at ~/.config/octaai/config.yaml:

projects_root: "/home/user/Projects"

llm:
  provider: "ollama"
  model: "qwen2.5:32b"
  base_url: "http://localhost:11434"
  temperature: 0.3

safety:
  allow_paths:
    - "/home/user/Projects"
  deny_commands:
    - "rm -rf /"

Usage

Start the Agent Daemon

octa-agentd

Submit a Goal (Example: LocalWeather Project)

octa-agent goal "Write a python script that gives weather data about all countries in Europe, store in redis, create a Flask site, name it LocalWeather"

Check Goal Status

octa-agent status

Example: Remote Server Deployment

octa-agent goal "IP: 1.2.3.4, Username: root, Password: 123456. Setup nginx, deploy github.com/mparvin/ip9.git, configure SSL for ip9.com"

Project Structure

octaai/
├── cmd/
│   ├── octa-agentd/      # Agent daemon
│   └── octa-agent/       # CLI client
├── pkg/
│   ├── agent/            # Core agent logic
│   ├── config/           # Configuration
│   ├── llm/              # LLM provider abstraction
│   ├── storage/          # State persistence
│   └── tools/            # Tool implementations
├── examples/             # Example workflows
└── docs/                 # Documentation

Development Phases

• Phase 1: Skeleton & LLM Provider
• Phase 2: Filesystem & Code Runner Tools
• Phase 3: Error Loop & Self-Repair
• Phase 4: SSH Tool
• Phase 5: Workflow Integration
• Phase 6: Memory & Vector Store

License

MIT License - See LICENSE file for details

Contributing

Contributions are welcome! Please see CONTRIBUTING.md for guidelines.