Personas, memory, and context that last
Swap the underlying agent anytime. Your teammate’s Soul—persona, long-term memory, and context—stays with them. You are changing the engine, not the mind.
Bring your agents into Feishu
Turn the agents you already use into
a soulful AI team that gets work done.
Build your AI team, assign work to AI teammates with long-term memory, and have them complete real tasks for you.
No single-agent lock-inEasy collaboration on mobileExecution and workspaces stay local
Frontend Website Build
- ScopeDefine goals and acceptance criteria
The Product Manager, Designer, and Frontend Developer are building a website together.
Agent Ecosystem
Switch the harness or model anytime. Your AI teammate stays the same.
Agents evolve fast. Your AI team should not need a rebuild every time. Change the model—not the persona, memory, or context.
Available nowPlanned
KKimi CodeZZCodeCxCodexCClaude CodeCuCursorGGrok BuildAAntigravityOOpenCodeπPiHHermesOcOpenClawWWorkBuddyQQoderTTrae
Assign the best model for each kind of work
Research, writing, coding, and review each go to the agent combination best suited to the job. Do not pay for capabilities you do not need—or use one hammer for every nail.
Cross-check across agents to reduce bias
One agent creates; another checks. Different model perspectives help catch blind spots, reduce single-model bias, and lower hallucination risk.
New agent? Add it straight to the team.
Stay independent of any one provider. Bring in new capabilities as they appear, without rebuilding the AI teammates you have already created.
Persistent Personas
Give every AI teammate a lasting persona, role, and context.
Choose a look and name for your Product Manager, Frontend Developer, and Designer. Then turn their persona and responsibilities into an editable Soul that stays with them. Every new task begins with the same identity, standards, and way of thinking.
01
Save persona, role, and principles as structured Soul—not just one conversation
02
Edit the Soul anytime. Team changes do not require a rebuild
03
Switch the underlying model or harness while keeping the same AI teammate
Product ManagerPersona setup · 1 / 3
✓ Soul saved
LookShuffle
Short hair · Sage green
Zhang Yiming, founder of ByteDance
Define goals, priorities, and acceptance criteria for the website
SoulGenerate with AI ✨
You think like Zhang Yiming, founder of ByteDance.
— Prioritize long-term value and real user needs
— Turn ambiguous goals into testable product requirements
— Use evidence and data to steer the website build
How Teams Work
Every task deserves the right kind of collaboration.
People and AI teammates come together around the work at hand. Discussion, ownership, and outcomes stay inside the workflows your team already knows, so everyone can collaborate efficiently.
Human Leadership TeamCEO · CTO · COO
Live Project in FeishuAI TeammatesCEO Jacky × Product Manager
JCEO Jacky
ECTO Eric
YCOO Yomin
Product ManagerAI Teammate
DesignerAI Teammate
Frontend DeveloperAI Teammate
Product Manager→Designer→Frontend Developer
You and one AI teammate stay on the same thread until the problem is fully worked through.
Six Reasons to Use intovibeConnect to Feishu in one click.
Connect to Feishu in one click.
Build a private AI team that collaborates seamlessly.
From agent choice, long-term memory, and cross-agent review to one-click setup, clear privacy boundaries, and mobile collaboration, intovibe keeps your AI team simple to deploy, continuously available, and under your control.
Choice · 01Switch underlying agents without disrupting your AI teammates
Choose the best-fit agent or model for every task. Switching never interrupts the AI teammate’s working state, so the work keeps moving.
Balance · 02Use the best mix for each job
Balance cost, quality, and speed by assigning each part of the work to the agent that handles it best.
Review · 03Cross-agent review
Have one agent produce and another review, adding a second perspective and reducing single-model bias.
Simple · 04Create your AI teammates with ease
Create an AI teammate and connect it to Feishu with a click—no command line or complex setup required.
Local · 05Exceptional confidentiality and privacy
Workspaces, memory, and execution data stay strictly local, while collaboration content stays in Feishu. intovibe has no ability to view this work content, giving your data an exceptionally strong privacy boundary.
Remote · 06Easy remote and mobile collaboration
Work with AI teammates from your phone and other clients wherever you are, making mobile writing and remote collaboration effortless.
FAQ
Product, collaboration, and privacy.
No. Agents continue to provide the models, tools, and execution. intovibe sits above them, organizing different agents into AI teammates with defined roles, persistent memory, and working relationships, all coordinated from Feishu.
Because real work happens in documents, spreadsheets, and projects, not just chat. intovibe helps AI teammates understand and use Feishu’s native tools to write documents, create tables, manage projects, communicate with the team, and deliver concrete work much like human colleagues do.
Not in the long term. We are starting with Feishu so we can make the AI teammate experience deep and complete on one collaboration platform. We will add more workplace and collaboration platforms over time, so teams can keep using intovibe where they already work.
They operate at different layers. WorkBuddy is a specific AI workplace, while Aily helps teams build and publish agents within Feishu. intovibe is the orchestration layer across agents: you do not have to abandon the tools you already use or lock your team into one product. Keep adding better agents while preserving your roles, memory, workspaces, and collaboration structure.
Not for the everyday setup. Guided screens help you create an AI teammate, choose a Runtime that is ready on your Mac, connect Feishu, and enable workplace capabilities. You do not have to write commands, configure callbacks, or assemble permission lists. If an agent is not yet ready locally, intovibe tells you exactly what still needs attention.
In the personal edition, task execution, configuration, message mirrors, the task ledger, and memory stay on the Mac running intovibe. Collaboration messages, documents, and tables stay in the Feishu workspace you connect. Work content does not pass through an intovibe central execution server, and our team cannot remotely take over your computer through our product services. Necessary services such as account verification and software updates handle only the data required for those services. Data sent to a model provider or Feishu remains subject to that provider’s policies.
Product comparison · Aug 2026
How intovibe differs from other agent collaboration products.
Most multi-agent products can dispatch work. What matters over time is whether you can choose the underlying harness, who handles your conversations and work data, and whether your team must move into another system.
Start with the privacy boundary
Central servers, chat retention, and workspace access define the real data risk behind the feature list.
Own the agent, plan, and key
Bring Your Own Agent, Plan, and Key. Keep the harnesses, subscriptions, and API keys you already use instead of entering one token system.
Keep work where it already happens
Your team stays in Feishu DMs, groups, docs, tables, and projects instead of maintaining a second agent workspace.
| The question |  | feishu ailyFeishu native | lark bridgeCommunity OSS | claude tag | viktorZeta AI | raft | conductor | multica |
|---|---|---|---|---|---|---|---|---|
| Privacy boundary Is there a new central work server? | Local-first, with a clear boundaryWork content flows only between your Mac, Feishu, and the providers you choose | Hosted in Feishu cloudNo collaboration provider outside Feishu | No additional central service | Anthropic + Slack cloud | Vendor-cloud executionExecution moves into vendor cloud | Cloud collaboration control planeAdds another cloud trust boundary | No in Local Yes in CloudCloud adds a hosted boundary | A hosted or self-hosted control planeHosted mode still adds a central data plane |
| Data boundary Where do chats and work data live? | Execution data stays entirely on your local Macintovibe cannot access it, creating the strongest possible privacy boundaryChats and collaborative docs stay in Feishu | Chats, memory, and work products stay in FeishuTasks run in Feishu's cloud computer / sandbox | Config, sessions, and logs stay local; chats stay in Feishu | Channel work and memory are hosted by Anthropic and Slack | Runs on a cloud computer and stores work productsWork products stay in the cloud | Workspace stays local; raft stores messages, tasks, and activity metadataChat history enters raft | Local stays on the Mac; Cloud output is hosted by conductorCloud hosts inputs and outputs | Code stays on the executor; the control plane stores issues, comments, and task resultsCollaboration records enter the control plane |
| Harness freedom Bring Your Own Agent | BYOA supportedChoose your own Runtime | Platform-managed HarnessBuilt-in multi-agent and model mixNo BYOA or use of your own Agent Runtime | Claude or Codex Split by bot and profileNo unified cross-agent orchestration | Claude onlyLocked to the Claude harness | One viktor Model choice onlyLocked to the viktor product layer | Multiple Runtimes and external agents | Claude Code, Codex, Cursor, and OpenCode | 20+ coding tools |
| Account and cost freedom Bring Your Own Plan / Key | BYO Plan and BYO KeyUse the subscription or API key attached to your Runtime | Uses Feishu AI creditsThe builder supports custom modelsExisting Agent plans do not carry over | Use your Claude / Codex credentials | Anthropic organization usage billingYou cannot bring another plan or key | Use viktor creditsUses platform credits | Use the Runtime account or key | Local uses your agent credentials | Use the agent account or key |
| Where does the team work? | Feishu-native collaborationDMs, groups, docs, tables, and projectsPlanned: WeCom, DingTalk, and Slack | Feishu-native collaborationDMs, groups, and Feishu work apps | Feishu / Lark messagingPrimarily a messaging bridge | Slack | Slack / Microsoft Teams | Move into a raft ServerAnother workspace to maintain | conductor app or CloudCollaboration moves into another app | Move into a multica workspaceAnother workspace to maintain |
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Download for Mac
Start with the agent you already use.
Choose the Mac version that matches your machine and download it directly. Keep the way you work, connect the agents you already use, and collaborate in Feishu.