Kmux vs LocalCode

Kmux and LocalCode are both coding assistants tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

Kmux

kmux organizes parallel Claude Code, Codex CLI, and Antigravity CLI sessions into a keyboard-driven terminal dashboard on macOS and Linux. Each agent gets its own isolated git worktree automatically, so two agents editing the same codebase stop stepping on each other. A built-in dashboard surfaces API token usage and spend across all sessions in one view — without opening a browser or switching tools. Session history is indexed locally, so you can resume a previous agent run rather than starting cold. The ceiling appears when your workflow reaches outside the terminal: there is no API, no webhook surface, and no integration path for CI pipelines or remote orchestration.

LocalCode

Type what you want, get a suggested command, approve it, and it runs — no API key, no network request, no telemetry. All inference runs on Apple Silicon through the Foundation Models framework, which means your file paths, hostnames, and search terms never travel anywhere. The workflow is strictly one-shot: one prompt, one command suggestion, one approval gate. There is no session memory, no chaining, and no multi-step automation. Teams that want anything beyond single-command suggestions will hit the ceiling of what this proof-of-concept was designed to do.

Attribute	Kmux	LocalCode
Pricing	Free	Free
Free trial	No	No
Open source	Yes	Yes
Has API	No	No
Self-hosted option	Yes	Yes
Platforms	macOS, Linux	Apple Silicon Mac, macOS 26+
Pros	Automatic git worktree creation per agent session, so two agents working the same repository never produce conflicting working-tree state that you have to untangle by hand. Centralized API token and spend dashboard across all running sessions, so a runaway agent burning through quota surfaces immediately instead of showing up on your provider invoice. Local session history indexing lets you resume a previous agent run from where it stopped, so context is not lost when a session crashes or you close the terminal. MIT license with self-hosted deployment, so there is no vendor controlling your data, no usage caps imposed by a SaaS tier, and no cost that scales with your team size. Keyboard-centric navigation across all sessions, so context-switching between agents does not require a mouse or a separate window manager.	All inference runs on-device via Apple Foundation Models, so file paths, hostnames, and search terms never leave the machine — which means no data-handling review before using it on sensitive internal systems. MIT-licensed with Go and Swift source fully available, so any developer can audit exactly what runs and modify the tool without negotiating a license or waiting on a vendor. A mandatory approval step before any command executes, so a misunderstood prompt cannot silently delete files or overwrite output — you review before it runs. No API key, account, or network connection required at runtime, so there is no quota to hit, no credential to rotate, and no outage dependency on a third-party service.
Cons	No API, webhook, or programmatic interface exists. Any team that wants to trigger agent sessions from a CI pipeline, monitor session state from an external dashboard, or integrate kmux into a broader automation chain hits a hard wall — and moves to a solution like a custom tmux setup with scripted session management or a platform that exposes an API. Support is limited to Claude Code, Codex CLI, and Antigravity CLI as named integrations. Teams running other agent tooling — or custom agent scripts — have no documented integration path and no guarantee the worktree and session management will behave correctly. macOS and Linux only. Teams with Windows developers in the workflow cannot use kmux as a shared standard and end up maintaining separate local setups per OS, which defeats the consistency the tool is meant to provide.	The tool has no session memory and no command chaining: each prompt is independent. If you need to run 'find the large files, then compress them, then move them,' you issue three separate prompts and manually carry the output between steps — at which point you are doing the work the tool was supposed to save. The build requires macOS 26 and Xcode 26 alongside Apple Silicon. Teams with Intel Macs, Linux servers, or mixed-OS development environments cannot use it at all — this is the condition under which a team switches to a cloud-based CLI assistant like GitHub Copilot CLI or a self-hosted model with an OpenAI-compatible endpoint, which have no hardware gate. The vendor labels this a proof-of-concept explicitly. There are no open issues, no pull requests, and a commit history of 20 commits. Teams that need a maintained, production-grade tool with bug fixes and evolving model support are adopting technical debt the day they ship this to a shared workflow.

Bottom line

Kmux and LocalCode are closely matched on pricing model, openness, and API availability — pick by feature set and platform support in the table above.

Frequently asked questions

What is the difference between Kmux and LocalCode?

Kmux is Free and open source, while LocalCode is Free and open source. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is Kmux better than LocalCode?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.