Optio: Autonomous Workflow Orchestration for AI Coding Agents
Optio is an open-source workflow orchestrator that takes coding tasks from idea to merged pull request—fully automated by AI agents. Learn how it works and why it matters.
Optio: Autonomous Workflow Orchestration for AI Coding Agents
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?
- Task Intake: Tasks can come from the web UI, GitHub Issues, or Linear tickets.
- Provisioning: Optio creates a Kubernetes pod and a git worktree for isolation.
- Execution: The AI agent (Claude Code, OpenAI Codex, etc.) runs with your chosen prompt and settings.
- PR Lifecycle: Optio polls the PR for CI status, review state, and merge readiness.
- Feedback Loop: If CI fails or a reviewer requests changes, the agent is automatically resumed with the new context to fix issues.
- 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.
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