Orca vs. Kilo Agent Manager

Kilo’s Agent Manager is a built-in feature of Kilo’s VS Code Extension that allows you to run multiple coding agents in parallel without conflict - which means you can have multiple agents work on different tasks at the same time, or run the same task across multiple different AI models and compare their work.

Then, you can merge any of the changes that you want to keep from different agents without merge conflicts.Orca is a standalone desktop app that has been trending on GitHub recently for a similar functionality. Both use git worktrees to isolate each agent’s changes. Past that, they’re built on slightly different assumptions about what developers actually want.

Standalone app vs. VS Code native

Orca is its own desktop application, with its own editor, terminal, and embedded browser window. It works with other CLI agents: Claude Code, Codex, Cursor, Devin - even Kilo. That’s one of the main selling points: one dashboard if you’re paying for multiple agent subscriptions and want to compare them.

The cost is that it’s a second IDE. You leave VS Code (or whatever you use) to work in Orca, then presumably go back to your actual editor for anything else.Kilo’s Agent Manager is a panel inside the Kilo VS Code extension. It runs multiple Kilo Agents, and each can use any AI model. So you can use all of the Claude, Gemini, GPT, and open-weights models across multiple different Kilo agents, and there’s nothing new to install or context-switch into. Worktrees, terminals, and diffs all live where you already work.

If you’re running a stack of different agent tools side by side, Orca’s agent agnosticism might matter here. If you’re already working in VS Code, it might not.

Worktree management

Both tools spin up an isolated worktree per task and let you import existing branches or PRs. Orca adds SSH worktrees for running agents on a remote machine, multi-repo project groups, and a start-from picker that can branch off a specific commit or remote ref instead of on…