Optio – Orchestrate AI coding agents in K8s to go from ticket to PR
I think like many of you, I've been jumping between many claude code/codex sessions at a time, managing multiple lines of work and worktrees in multiple repos. I wanted a way to easily manage multiple lines of work and reduce the amount of input I need to give, allowing the agents to remove me as a bottleneck from as much of the process as I can. So I built an orchestration tool for AI coding agents: Optio is an open-source orchestration system that turns tickets into merged pull requests using AI coding agents. You point it at your repos, and it handles the full lifecycle: - Intake —…
Optio – Orchestrate AI coding agents in K8s to go from ticket to PR launched on March 25, 2026 with 88 votes, #542 of 23,380 launches that month and more than 95% of that year's launches.
In plain words
Optio is an open-source orchestration system that automates the software development workflow by converting tickets into merged pull requests using AI coding agents running in Kubernetes. It integrates with GitHub Issues and Linear to intake tasks, executes agents in isolated pods with git worktrees, monitors CI checks and merge readiness, and automatically handles failures and conflicts. The tool is designed for developers managing multiple concurrent coding projects who want to reduce manual overhead and let AI agents handle more of the development pipeline.
written from the facts on this page · September 2026
From the sources
Workflow orchestration for AI coding agent swarms, from task to merged PR. - jonwiggins/optio
In the maker’s words, at launch
I think like many of you, I've been jumping between many claude code/codex sessions at a time, managing multiple lines of work and worktrees in multiple repos. I wanted a way to easily manage multiple lines of work and reduce the amount of input I need to give, allowing the agents to remove me as a bottleneck…
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Agent OrchestratorAug 2026 · aoagents.dev · ▲56Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents. - Untrivial-ai/agent-orchestrator

20+ Claude Code agents coordinating on real work (open source)Feb 2026 · github.com · ▲53Single-agent LLMs suck at long-running complex tasks. We’ve open-sourced a multi-agent orchestrator that we’ve been using to handle long-running LLM tasks. We found that single LLM agents tend to stall, loop, or generate non-compiling code, so we built a harness for agents to coordinate over shared context while work is in progress. How it works: 1. Orchestrator agent that manages task decomposition 2. Sub-agents for parallel work 3. Subscriptions to task state and progress 4. Real-time sharing of intermediate discoveries between agents We tested this on a Putnam-level math problem, but the…
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