Optio: Autonomous Workflow Orchestration for AI Coding Agents

Optio on GitHub

Optio is an open-source tool that takes coding tasks from idea to merged pull request—without human babysitting. Designed for AI coding agents, Optio automates the entire workflow: from task intake to provisioning, execution, code review, and final merge.

What Is Optio?

Optio is a workflow orchestrator for AI coding agents. You submit a task (manually, from a GitHub Issue, or from Linear), and Optio handles everything:

• Provisions an isolated environment
• Runs the AI agent
• Opens a pull request
• Monitors CI
• Triggers code review
• Auto-fixes failures
• Merges when everything passes

How Does It Work?

1. Task Intake: Tasks can come from the web UI, GitHub Issues, or Linear tickets.
2. Provisioning: Optio creates a Kubernetes pod and a git worktree for isolation.
3. Execution: The AI agent (Claude Code, OpenAI Codex, etc.) runs with your chosen prompt and settings.
4. PR Lifecycle: Optio polls the PR for CI status, review state, and merge readiness.
5. Feedback Loop: If CI fails or a reviewer requests changes, the agent is automatically resumed with the new context to fix issues.
6. Completion: When everything passes, the PR is squash-merged and the issue is closed.

Key Features

• Autonomous Feedback Loop: Automatically resumes the agent on CI failures, merge conflicts, and review feedback.
• Pod-per-Repo Architecture: Each repo gets its own Kubernetes pod for isolation and scaling.
• Code Review Agent: Launches a review agent as a subtask for automated code review.
• Per-Repo Configuration: Customize model, prompt, container image, and more for each repository.
• Real-Time Dashboard: Live log streaming, pipeline progress, cost analytics, and cluster health monitoring.

Why Use Optio?

Optio is ideal for teams looking to:

• Automate repetitive coding tasks
• Accelerate development cycles
• Reduce manual intervention in the PR process
• Ensure consistent, agent-driven workflows from start to finish

Conclusion

Optio is a powerful orchestration layer for AI-driven software development. By automating the full workflow from task to merged PR, it lets teams focus on what matters—while the agents handle the rest.

Check out Optio on GitHub →