Optio: Automated Workflow Orchestration for AI Coding Agents from Task to Merged Pull Request
By
jawiggins
Master baker tier. Every paragraph earns its place on the tray.
Summary
Optio is a workflow orchestration tool for AI coding agents that automates the entire software development process from task submission to merged pull requests. It handles provisioning isolated environments, running AI agents, opening PRs, monitoring CI/CD pipelines, triggering code reviews, auto-fixing failures, and merging when all checks pass. The key differentiator is its feedback loop system that automatically resumes agents with failure context when CI fails and picks up review comments to continue work.
Key quotes
· 4 pulledOptio turns coding tasks into merged pull requests — without human babysitting.
Submit a task (manually, from a GitHub Issue, or from Linear), and Optio handles the rest: provisions an isolated environment, runs an AI agent, opens a PR, monitors CI, triggers code review, auto-fixes failures, and merges when everything passes.
The feedback loop is what makes it different. When CI fails, the agent is automatically resumed with the failure context.
When a reviewer requests changes, the agent picks up the review comments and continues work.
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