Local-First Multi-Agent Dashboard Debuts for Codex CLI and Claude Code
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| Source: Dev.to | Original article
A new open‑source dashboard is giving developers a way to run Codex CLI and Claude Code side‑by‑side on their own machines, turning the two AI‑coding agents into a coordinated, locally hosted workflow. The “Local‑First Multi‑Agent Dashboard” bundles a Svelte‑based desktop UI with a lightweight orchestration layer that launches each agent as a separate subprocess, routes prompts, and visualises the code changes each one proposes. It requires a Copilot Pro+ subscription and the OpenAI Codex extension, but otherwise runs entirely offline, storing all interaction logs on the user’s device.
The tool arrives at a moment when developers are increasingly frustrated by the opacity of AI‑generated edits. Recent surveys of AI‑assisted terminal coding show that agents often commit changes without clear attribution, making debugging and compliance difficult. By surfacing each agent’s output in real time, the dashboard lets engineers pause, edit, or reject a suggestion before it touches the repository, restoring a human‑in‑the‑loop safety net that many cloud‑only services lack. It also sidesteps the privacy concerns highlighted in our April 20 coverage of Claude Desktop’s hidden telemetry, offering a transparent alternative that keeps code and prompts out of corporate firewalls.
The community is already forking the repo to add support for additional agents such as Cursor and Skyvern, and to plug in remote‑function back‑ends for type‑safe client‑server interactions. Watch for performance benchmarks that compare latency and token usage against the hosted versions, and for early‑adopter feedback on how the dashboard scales in larger codebases. If the project gains traction, it could set a new standard for locally controlled, multi‑agent development environments, prompting cloud providers to rethink the balance between convenience and user sovereignty.
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