neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
A desktop workspace for coding agents, with metered platform models.
Developer toolsRust · TypeScriptGitHub @Badarado1998OnlineOwner unconfirmed
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The maker's introduction consists of the line above. Read the repository README for more details. Repository README ↗
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Read the full README ↗A small, native desktop workspace for coding agents. PandaCode runs the coding CLIs you already use — Claude Code, Codex, Kimi Code, OpenCode, GLM Coding Plan and Xiaomi MiMo (through Claude Code), GitHub Copilot CLI, Antigravity, xAI's Grok Build, DeepSeek, Command Code and Cline (through ACP), Pi and its fork omp (through Pi's RPC mode), and Meta's Muse Code (through its MSP protocol) — side by side, with your projects, Git, a terminal and a browser in one window.
PandaCode is free and open source under the PandaCode License, the MIT License with one addition: forks that are used commercially or released publicly must say "This is a fork of PandaCode" and link to this repository.
This is a fork of PandaCode (https://github.com/aicodeking/pandacode). The desktop workspace is unchanged for local agents, Git, files, and terminals. The optional Northstar account in Settings → Account & billing is only for platform-model credits. Installed coding CLIs keep their own sign-in and are not billed to that allowance. Commercial installers are published from the website when a signed build exists; the links below are the upstream PandaCode releases, not this fork's branded installers.
Built with Tauri 2, Rust, SQLite and plain TypeScript. It uses the operating system's webview: no bundled Chromium, resident Node server, React runtime or embedded editor engine.
gh,
including merging a task's linked pull request.⌘/Ctrl F searches your messages and the agent's, with
every match highlighted.A board for everything in flight. Tasks from every project move from Pending to Review, each with its harness, model and linked issue.
Agent teams. An architect plans the work, runs workers in parallel across harnesses, and reviews what they bring back.
Your app beside the chat. The iOS Simulator and Android emulator run in the inspector on a lifelike device, so you can tap through what an agent just built.
Bots that keep working. A bot's conversation is an ordinary task thread, with the same streaming, composer and model picker; reach it from Telegram, Slack, Discord, WhatsApp or a browser too.
Screenshots come from the browser preview with sample data. Regenerate them with
npm run screenshots (see scripts/screenshots).
A few automatic checks send no personal data — just plain requests for public information:
| What | Where | How often |
|---|---|---|
| Latest versions of installed coding CLIs | formulae.brew.sh, downloads.claude.ai, api.github.com, cdn.kimi.com | About every 6 hours |
| Public model price list (for cost estimates) | raw.githubusercontent.com | Daily |
PandaCode's own updates (latest.json on this repository's latest release) | github.com | At launch and about every 6 hours; turn off in Settings → About |
| PandaCode Connect (optional): GitHub sign-in, then the relay that forwards your devices' end-to-end encrypted messages | github.com, the PandaCode relay | Only after you sign in under Settings → Remote access; nothing before |
Download the latest build from GitHub Releases:
| Platform | File | Requirements |
|---|---|---|
| macOS (Apple silicon) | PandaCode-macOS-arm64.dmg | macOS 12+ |
| macOS (Intel) | PandaCode-macOS-x64.dmg | macOS 12+ |
| Windows x64 | PandaCode-Windows-x64-setup.exe | Windows 10 1809+ or Windows 11 |
| Windows arm64 | PandaCode-Windows-arm64-setup.exe | Windows 11 on ARM (Snapdragon X and similar) |
| Linux x64 | PandaCode-Linux-x86_64.AppImage | Ubuntu 22.04+ or compatible, X11 or XWayland |
| Linux arm64 | PandaCode-Linux-aarch64.AppImage | Ubuntu 24.04+ aarch64 or compatible, X11 or XWayland |
Or from a terminal: npx pandacode downloads the latest build, verifies its
signature and installs it (on macOS it is signed locally for you, so no
Gatekeeper prompt). npx pandacode --dry-run only downloads and verifies.
With Homebrew: brew install --cask aicodeking/pandacode/pandacode
on macOS, or brew install aicodeking/pandacode/pandacode on Linux
(details).
Release builds are not code-signed, so your OS will warn the first time:
chmod +x PandaCode-Linux-x86_64.AppImage (or -aarch64), then run it. Some
distributions need FUSE 2 (libfuse2), or set APPIMAGE_EXTRACT_AND_RUN=1.Each file has a .sha256 checksum beside it. Once installed, PandaCode updates
itself: it checks the latest release, downloads a newer version in the background,
verifies its signature, and restarts to install it when no agent is working and
you've stepped away (or when you click Restart to update). Turn this off in
Settings → About. See platform support for details.
Then install Git and at least one coding CLI and sign in with its normal login. PandaCode does not include provider plans or usage.
Pi installs with npm i -g @earendil-works/pi-coding-agent; sign in through Pi's own CLI. PandaCode drives it over Pi's RPC mode and gives it PandaCode's app tools through a local loopback bridge extension. Pi has no approval system of its own, so PandaCode's extension enforces the permission modes; the integrated console needs Full access.
omp (Oh My Pi), a Pi fork that runs on Bun, installs with bun install -g @oh-my-pi/pi-coding-agent; sign in through omp itself. PandaCode drives it with the same RPC bridge as Pi and passes --approval-mode yolo so the bridge stays the only approval gate.
DeepSeek installs with npm i -g @deepseek-ai/dsh; PandaCode launches dsh --profile acp. An API key is optional (Settings → Providers, or DEEPSEEK_API_KEY); dsh can use its own stored credentials. Usage limits are not shown in PandaCode; check platform.deepseek.com.
Command Code installs with npm i -g command-code (Node 22 or newer); PandaCode launches command-code acp. Sign in once with command-code login, or save an API key in Settings → Providers (or set COMMAND_CODE_API_KEY); either one authenticates the same account. Usage limits are not shown in PandaCode; check Command Code Studio.
Cline installs with npm i -g cline; PandaCode launches cline --acp. Sign in once with cline auth (or set CLINE_API_KEY); the provider and models chosen in Cline apply. See provider details.
Muse Code installs with Meta's launcher into ~/.local/bin/muse; run muse login once in a terminal. PandaCode launches muse serve and speaks MSP, Muse's JSON-RPC session protocol, with its sandbox and approval modes; see docs/providers.md for what each mode does and what Muse cannot express.
GitHub Copilot CLI installs with npm install -g @github/copilot; run copilot login in a terminal, then select GitHub Copilot CLI in PandaCode. PandaCode launches the local copilot executable over ACP. The CLI manages its own sign-in. See provider details.
You need Node.js 22, stable Rust, and the Tauri prerequisites for your OS.
git clone https://github.com/aicodeking/pandacode.git
cd pandacode
npm ci
npm run desktop # same as: npm run tauri dev
npm run dev serves only the frontend. In a regular browser it runs a labeled,
device-local sample workspace for UI work; files, Git and terminals are
simulated there. npm run tauri build makes a local installer, and
npm run release:build builds the release asset for your OS (see
releasing).
The website lives in website/: npm run site:dev and
npm run site:build.
Open a project folder, then click New task or press ⌘/Ctrl N. A centered
"What should we build in …?" page opens in the last active project with the
message box focused. Choose the harness and model from the searchable picker in
the message box; new tasks remember your last choice. The + button attaches
images, documents, folders, project files or a mockup. Open Changes to
inspect and stage diffs, or the terminal to run shell commands. Conversations
and provider session IDs persist across restarts; agents start only for active
turns.
In Files, click an HTML, SVG, image or PDF to open it in the sidebar browser. Filenames mentioned in responses become clickable and resolve against the task's own project or worktree.
The bar above the prompt shows the project, checkout and branch. Its branch chip is the one place for worktrees: an unstarted task moves into a new worktree in place, a started one spawns a sibling task, and archiving a clean worktree task offers to remove its checkout and merged branch.
Choose Board in the header to manage tasks by status. Choose Team in the composer for an automatic team, or set up an architect and workers. Each turn's tool calls sit inside a compact Worked for … row; final answers and errors stay visible, and approval requests wait in the bar above the prompt.
The branch chip also switches the project checkout to main or another local
branch, and in a worktree task offers Merge into main: it merges the
worktree's committed work locally, refuses uncommitted changes or conflicts
without touching anything, then offers to remove the worktree.
Standard permissions keep each provider's native checks. Claude's Accept edits allows its editing tools; Codex uses its workspace sandbox with on-request approvals. Full access enables the harness's broadest mode. See provider details.
Type / at the start of a message for the harness's commands and skills
(slash commands).
Keyboard shortcuts: ⌘/Ctrl N new task, ⌘/Ctrl K command palette,
⌘/Ctrl J terminal, ⌘/Ctrl B sidebar, ⌘/Ctrl , settings, ⌘/Ctrl F find
in thread (⌘/Ctrl G next match), Enter send (queues while an agent runs),
⌘/Ctrl Enter steer, Shift Enter newline, ⌘/Ctrl +/−/0 interface size (the
whole interface scales, not just text).
On macOS, if folder access is denied, use Browse to select the folder, or allow PandaCode under System Settings → Privacy & Security → Files & Folders.
PandaCode includes 21 anime scenery wallpapers, a different morning, afternoon and night scene for each weekday. Settings → Daily wallpapers turns them off. You can also import VS Code color themes.
The optional Jev add-on adds work review, project-rule checks and app testing in isolated Chrome profiles. It is off by default and PandaCode works fully without it.
No background directory polling or recursive file watchers. Agents exit after each turn and resume by provider session ID. After a Claude Code turn, the next turn's process starts in the background so a follow-up skips the CLI's startup; at most two wait at a time, each for up to 10 minutes. PandaCode's fixed instructions go to Claude-family harnesses once as a cached system prompt rather than in every message. The interface has no transitions: everything appears at once, and a thread you return to is drawn in a single frame. Terminal and Markdown code load only when needed. Terminal history, provider frames, files, diffs and streamed text all have explicit limits; only the current 100-message page of a conversation is loaded. Resource usage reports native core RSS, active agents, terminals and database size (core RSS excludes the system webview and provider processes).
npx tsc --noEmit # typecheck
npm run build && npm test # unit tests (some read dist/)
npm run test:release # release script tests
npm run test:rust # cargo test
npx playwright test # browser suite (Chrome)
npx playwright test -c playwright.webkit.config.ts # WebKit
Ordinary tests make no paid model calls. Opt-in live tests are #[ignore]d;
see providers.
Contributions are welcome. Read CONTRIBUTING.md for setup and the pull request process, and AGENTS.md for code conventions. Please follow the Code of Conduct, and report security issues privately as described in SECURITY.md. Bugs and ideas go in GitHub issues.
Architecture notes: design, native IPC,
research. Provider protocols live in
src-tauri/src/providers.rs behind one normalized event interface; ACP harnesses
share acp.rs.
Data lives in Tauri's per-user application data directory (on macOS,
~/Library/Application Support/ai.pandacode.desktop/) in kingcode.sqlite3; the
database keeps its legacy internal name. Project source stays in the folders you
open, and removing a project from the app never deletes its files.
PandaCode License (MIT with an attribution requirement for forks) © 2026 PandaCode contributors. Provider names and logos belong to their owners and do not imply endorsement (brand assets).