neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
AI 코딩 에이전트를 배포·검토하고, 일회용 VM에서 테스트하며, 회의를 요약하고 티켓·파이프라인·캘린더를 한 화면에 관리
Dispatch and review AI coding agents, hand them disposable VMs to test in, capture and summarize meetings and keep tickets, pipelines and your calendar on one deck. Desktop on macOS, Windows and Linux
개발 도구Dart · JavaScriptGitHub @SamuelAlev온라인운영자 미확인
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Dispatch and review AI coding agents, hand them disposable VMs to test in, capture and summarize meetings and keep tickets, pipelines and your calendar on one deck. Desktop on macOS, Windows and Linux, plus web and phone.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Control Center coordinates coding agents across workspaces and repositories. It provides conversations, isolated worktrees, run logs, ticket and PR review, and pipelines through a Flutter desktop/web client backed by cc_server. Agents can use the built-in runtime or a configured external runner.README 전문 보기 ↗Bring tickets, code reviews, AI agents, meetings and pipelines together. Control Center is a free, open-source developer workspace for desktop, web and phone. Agents are one part of the desk, not a prerequisite for using the rest.
One server owns the databases, credentials, external APIs and agent execution. The desktop app, the browser and a paired phone all render that same server-owned workspace.
Give each task an isolated Git worktree. Follow the run, steer an agent or take over without disturbing the rest.
Put Git pushes, PR publishing and other guarded actions behind an approval. Review what the agent is about to do before it changes anything. No approver connected? The action is denied. Your server enforces permissions, not a prompt.
Read diffs with discussions and checks alongside. Add an AI review when it helps, then publish with your own forge account.
Sync Linear, set priorities and assign the work. Link the ticket to the conversation where it gets done.
Record and transcribe on your server. Keep the decisions and action items after the call ends.
Build a workflow once. Run it on a schedule, from an event or by hand, and inspect every step.
Choose the accounts each agent can use, then rotate across them without losing the run's context.
Check provider allowance and reset times before starting the next run.
Follow live agents and inspect run costs, token use and latency in your workspace.
Edit workspace skills and configure each agent's model, instructions and permissions. Run paired skill evaluations, inspect per-attempt evidence in Quality, and opt into revision-triggered reevaluation.
Run a timed focus session, quiet notifications and shape the soundscape playing under it. Focus, relax, sleep and rise moods follow the time of day and the weather.
The smaller pieces, sorted by where you are when the work needs you.
One inbox Reviews, approvals and blockers wait in a single queue. The command palette takes you to the next one.
Plan Studio Ask for a plan in orchestrate mode and get proposed roles, child tickets and steps. Nobody is hired until you approve.
Newsfeed A personal RSS reader. It stays yours, outside the shared workspace.
Your phone Pair it once, then follow runs and answer approvals from anywhere. The phone shows the work; the server does it.
Any browser The same app at app.usectrl.dev, connected to a server you run.
A Slack thread Mention the bot and an agent picks up the work in its own worktree. You follow it without leaving the thread.
Connected through your server, not another copy of your day. Each connection, by what comes in and what goes back out:
| Connection | Comes in | Goes out |
|---|---|---|
| GitHub · GitLab · Bitbucket Cloud | Pull requests, diffs, checks and deployment previews | Reviews and comments, published under your own account |
| Linear | Tickets with their status, assignee and comments | The same fields, synced back |
| Slack | A mention in a bridged thread | The live run, then the answer, posted in that thread |
| Google Calendar | Your events | RSVPs, where the calendar grants write access |
| Agent runtimes | Tool calls and output from the built-in runtime, Claude Code, Codex, Pi or any ACP runner | A prompt and an isolated worktree for every run |
| MCP | Tools from external MCP servers, for your agents to use | Control Center itself, as typed tools for any MCP client |
One workspace can mix repos from all three code hosts; each repo's forge is read from its
origin.
Connect a code host → · Connect Slack → · MCP server →
Work moves between tools. Its context should come along.
Agents run on the server, or on optional fleet workers that take leased jobs without
holding the database, credentials or budgets. Each conversation's worktree is a
copy-on-write clone on macOS and Linux and a plain git worktree on Windows, so an agent
never writes to your source checkout.
Every conversation runs under one of three profiles: propose only, act with approval or act freely. Permissions, a sandbox and budgets still bound what it can do. Soft budgets warn, hard budgets pause the agent and every run keeps a log.
Read the architecture guide → · Sandbox security →
Desktop, web and phone encrypt session content between your paired device and your Control Center server, whether connected directly or through the relay. RPC, terminal input/output, editor traffic, attachments and backup transfers use the same authenticated encrypted channel. The relay forwards ciphertext it cannot decrypt; server identity pins reject an unexpected server.
Encryption is mandatory. Update the server and clients together: older clients and plaintext resource requests are rejected. Your server remains a trusted endpoint, and configured agents and model providers can read the content you send them. This does not encrypt stored databases or backups, or hide connection metadata.
Make yourself at home. Your next developer day can start here, free and open source.
| Surface | Get it | Notes |
|---|---|---|
| macOS | Apple Silicon .dmg | macOS 13+. Signed and notarized. Intel Macs build from source |
| Windows | x64 installer | Windows 10+. A portable .zip is on the releases page |
| Linux | x86_64 AppImage | glibc 2.35+ and GTK 3 (Ubuntu 22.04+). Also a .tar.gz |
| Web | app.usectrl.dev | Same app, nothing to install. Encrypted connection to your server |
| Phone | remote.usectrl.dev | Encrypted direct or relayed connection to your server |
Every build is on GitHub Releases,
along with standalone cc_server archives for all three platforms. cc-server,
cc-webapp and cc-remote container images are published to GHCR. The desktop app
updates itself.
Prefer to host it yourself? A browser tab can't be the server, so the web app always
talks to one you run. Start cc_server locally and connect to ws://localhost:9030,
which browsers trust without a certificate, or reach a server on another machine over
wss:// through TLS, a reverse proxy, a VPN or a tunnel. See
Run a headless server.
Try it first. The live demo opens the web app on a
furnished workspace with invented data and scripted agents. No account, no install. It
runs cc_demo_server, the real server with the
executing half removed, so it can show a fleet without being able to run anything.
[!IMPORTANT] Before your first run you need Git, an agent runtime (the built-in runtime with a model-provider API key, or an agent CLI such as Claude Code, Codex or Pi on your
PATH) and a code host: GitHub, GitLab or Bitbucket Cloud. Credentials live on the server, attached to your user account, never in the client, so a phone or browser tab never holds a token.
Requires the Flutter SDK (desktop enabled).
scripts/natives/build_natives.sh # required — a missing native is a hard boot failure
fvm flutter pub get
fvm flutter pub run build_runner build --delete-conflicting-outputs
fvm flutter gen-l10n
fvm flutter run -d macos # or windows, linux
The SDK is pinned with fvm, so prefix every Flutter/Dart command with
fvm. Native libraries are required and have no degraded mode: build them first or
cc_server refuses to boot and names the offender.
Windows and Linux need nothing further. On macOS, secure storage (the client's device
pairing keys) needs the app signed by an Apple team. A free Apple ID is enough and it
is a one-time setup: see Local development signing
in RELEASING.md. Everything else runs unsigned.
No. Control Center puts tickets, pull requests, conversations, meetings, calendar, pipelines, agents and a personal RSS reader in one workspace. Agents are one part of the desk, not a prerequisite for using the others.
A ticket records the work and its status; execution happens in a conversation. The conversation can provision an isolated copy-on-write worktree before an agent run. On Windows, provisioning uses a Git worktree.
No. Orchestrate can research and propose roles, child tickets and a plan, but hiring waits for approval. Plan Studio opens from the plan row in the originating conversation; a ticket assignment alone does not start a run.
The paired phone is a thin client for the same server-backed workspace, not a second execution host. Desktop, browser and phone show the same operation; agents execute on the server or on optional leased fleet workers.
The live transcript can separate speakers while recording. After you stop, the summarizer processes the meeting and stores its notes, decisions and action items; recording and processing are distinct states.
The public demo is a separate, locked-down build with invented data and scripted agents. Its records and runs are examples, not your own work.
| Resource | What's there |
|---|---|
| usectrl.dev/manual | The full manual: tutorials, guides, concepts and reference |
| Quick start | Zero to your first dispatched agent in five minutes |
| Changelog | What shipped, release by release |
| ARCH.md | Architecture, layering and the technology stack |
| SECURITY.md | Authorization, credentials and network boundaries |
| RELEASING.md | Packaging, signing and the release pipeline |
| GLOSSARY.md | The ubiquitous-language glossary for the domain |
Control Center is free and open source under the MIT License. Built in the open.