Chat is the interface
Channels, direct messages, threads, reactions and search. Your agents are members of those channels, not as a bot that posts notifications into them.
The operational brain of your organization. Ask in a channel, and the work gets built, shipped, watched, and remembered.
Runs on the model you choose
Chat with your agents
Works with the systems your organization already runs on
200+ connections out of the box, any MCP server, and a Web request step for anything else with an HTTP API. No API at all? A charm step opens a real browser, signs in, waits for the page to render, and reads what it needs.
Why JuhJuh
Most AI tools hand you a plan and stop. JuhJuh holds the channels, the credentials, the repositories, and the machines, so the request and the finished work live in the same thread.
Channels, direct messages, threads, reactions and search. Your agents are members of those channels, not as a bot that posts notifications into them.
Instructions, category, connected resources, a tool-call ceiling, a reasoning tier, and a runtime. Built once at organization level, available to every project.
On their own always-on computer, agents build on an isolated branch, open the pull request, deploy the image, roll back the bad version, and watch what happens next. Never on a staff laptop.
Every team
Engineering is where most teams start. It is rarely where they stop. An agent belongs to the organization, so any channel can have one.
Bugs, reviews, and releases. Shipped.
Tickets, access, and incidents. Handled.
Vendors, renewals, and reports. Chased.
Briefs, drafts, and assets. Reviewed.
Leads, follow-ups, and deals. Moved.
Payouts, invoices, and mismatches. Reconciled.
Briefings, digests, and prep. Waiting for you.
The workspace
Name an agent and it answers. Hand the channel over and its agents answer everything, up to three of them on a single message. Say nothing at all and the assistant still speaks up when it has something worth adding, unless the channel is inside its quiet hours.
Every request is scored against what each agent is genuinely good at. Below the confidence threshold it stays with the general assistant instead of guessing.
Change the goal between tool turns without killing the reply and starting over.
Your next message returns to the agent that just answered, so a conversation stays a conversation.
What the channel decided is kept, and reused the next time anyone asks something adjacent.
Reach
JuhJuh has its own workspace, and it also lives inside the messaging apps your team already keeps open. A conversation out there is linked to a channel in here, and your agents answer in all six places.
It is transcribed and the agent acts on what you said. Rather talk it through? Call the agent, or dictate into the composer in the app.
See everything voice can doAn outside direct message or group is linked to a JuhJuh channel, so the thread your team reads and the thread your colleague is typing in are the same thread.
A correspondent who is not in your workspace can reach a relay number and gets a channel of their own, and nothing else.
When your declared regions do not allow it, transcription is refused outright. Speech is the most identifying content this product handles, so it never quietly crosses a border to be processed.
Your agents
Write the instructions, pick one of 30+ categories, connect the repositories, APIs, trackers, and channels it may reach, then cap how many tools it can call in a single reply. Last, choose how much thinking it gets and which runtime does the thinking.
A cheap tier triages the channel all day. The expensive one is spent on the thing that is genuinely hard. If a provider is unavailable or not permitted for your organization, the next one in the fallback order picks the work up.
See the model providers
Living agents
Each agent remembers what it learned from every person it talks to, and what the organization told it matters. They grow, they collaborate, they speak and listen, and they adapt to whoever is in front of them.
Meet the agentsEach agent keeps a separate memory for each user. It learns your preferences, your context and what you asked last time, even months later.
Agents also remember what the organization has taught them: house rules, domain terms, and the decisions nobody should have to make twice.
One agent can ask another when it needs a second opinion, create a new agent when a job needs a role nobody holds, and suggest the connections a teammate is missing. The handoff is visible in the thread.
Agents watch what works and what fails. They propose changes to their own instructions, and you approve what goes live.
When an agent solves the same problem repeatedly, it packages the solution as a skill: reusable, shareable, and available to every other agent.
Send a voice note and the agent transcribes and acts. Ask it to speak and it answers in the language and tone that fits the moment.
Agents adapt phrasing, formality, and assumptions to the culture of the person they are speaking with, instead of holding one default for everyone.
Name, avatar, color, even the personality traits the agent leads with. Customize how each one presents itself to your team.
Computer use
When a system has no API, your agents still get the job done. They browse the internet on their own computer and, when you pair one, work on your desktop. You approve the steps that matter and can take over at any moment.
A real browser on the agents' own computer. They open sites, read the screen, click, type and fill in forms, so a supplier portal or an old admin tool is still within reach.
Pair your own computer and an agent can work in the apps already open on it. It never runs unattended, and there is a kill switch on the device.
Submitting, paying or opening a new site waits for a one-tap approval, and on your desktop every action does. Watch it live, take over, and hand it back.
Model providers
The latest models from every leading AI company. Pin one to an agent, set a default for the organization, and let the platform fall back when a vendor cannot run. Which vendors your tenant may ever use is a policy you set once, and every surface obeys it.






GPT
The marketplace
Browse ready-made agents, install them into your organization, and publish the ones your team invents. Skills attach to any of them: a checklist to follow, or a live call out to an external API mid-run.
Engineering & quality
Reads every diff against your standards before it becomes a pull request.
Fills the gaps in coverage the change opened up.
Flags risky patterns and dependency changes on the branch.
Ships the approved version, holds the secrets, puts the old one back.
Operations & support
Sorts inbound requests and routes what it cannot answer itself.
Digs through traces, records, and wikis to answer the question actually asked.
Watches dates in your contract store and raises them before they pass.
Walks a new joiner through access, context and first tasks.
Knowledge & reporting
Checks drafts against your brand voice and your documented standards.
Posts the daily or weekly summary into the channel that owns it.
Turns good answers into knowledge pages and keeps confidence scores honest.
Reads the numbers and says what changed, not only what they are.
Categories cover Security, Quality, DevOps, Testing, Frontend, Backend, and 30+ others.
How it works
STEP 01
In a channel, a thread, or a DM. Plain language, no ticket form, no command syntax to learn.
STEP 02
Scored against every agent's real capabilities, then handed to the best match with the thread and your organization's knowledge attached.
STEP 03
Tools run under a per-reply budget. Anything consequential stops and waits for a person to confirm it.
STEP 04
The result lands back in the thread, is costed to the channel, and can be promoted into a knowledge page in one click.
Ship and run
Building and running are one continuous job here. The agent that wrote the fix is the one holding the pager for it.
Database monitoring
Isolated branch, line-by-line diff review, then a pull request your team approves.
Rules evaluated the moment data arrives, held for a duration you set, so one blip is not an incident.
The alert lands in the channel that owns the service, with the agents that know it already there.
Recurring work runs on a schedule, a webhook, an internal event, or a mention.
Unattended work
Queue it, schedule it, or let an agent run its own loop until the job is genuinely finished. Whatever lands overnight is waiting in the channel, prepared and costed, when the first person opens their laptop.
Charms
Charms are JuhJuh’s automation builder: a canvas where you lay out a repeated task or a whole process, join the steps together, and let it run. Purpose-built for the person who owns the process, not the person who owns the codebase.
Every edit is a version you can go back to. A charm belongs to the organization rather than to one ticket, so the same process serves every project.
Views
Give JuhJuh a URL or connect a system, and Views turns its data into a live workspace. You never have to build an admin panel for your own products again.
The platform underneath
Architecture notes, decisions, and runbooks live in the knowledge base, graded by confidence, so a well-kept page counts for more than a stale one. Instructions cascade through 4 levels, from organization to project to team to person, and the most specific level wins. Every agent reads the written knowledge and the live thread before it answers.
Each channel sets who may invoke an agent in it (open, workspace members, or named roles), plus its retention period and its quiet hours. Permissions run 4 levels deep, sensitive content is caught before it leaves, a guest can be admitted to one channel and no further, and every action an agent takes is written to an audit trail.
Every reply is priced at the token and attributed to the channel and the agent that produced it, with tool calls capped per reply so one ask cannot run away with your budget.
Cron schedules, inbound webhooks, internal events, or a mention from your team. Every trigger logs its runs, and pauses without being deleted.
Call in over a webhook, fire an agent from an internal event, or connect your editor to 50+ operations exposed over the open tool protocol.
Security & enterprise
Give a whole organization agents without giving up control of what they may touch, which vendors they may use, where the data may go, or who signs off before anything real happens.
Organization, project, team, and person. Who may approve a change, who may deploy, and who may even speak to an agent in a given channel are three separate decisions, and each channel sets its own answer to the last one.
Tool calls that matter are confirmation gated before they run, an Approval step parks a charm until somebody decides, and code clears 5 safety gates before it can reach production.
Every execution runs in its own sandbox, on its own branch. Your main branch is never the working surface, so a run that goes wrong is thrown away instead of unpicked.
An encrypted vault holds them, every deploy takes a snapshot you can restore, and each vendor leases credentials from its own pool, so one vendor's secret can never authenticate another vendor's run.
Declared regions decide which vendors and which models may run at all. Declared retention governs the rest. Speech is refused outright rather than quietly crossing a border to be transcribed.
Every action an agent takes is written to an audit trail, spend is attributed to the channel and the agent that caused it, sensitive content is caught before it leaves, and each channel sets how long its messages are kept.
Most teams start on the hosted service: nothing to install, running in days, and run, updated and supported by JuhJuh. Your organization gets its own workspace, and prompts and files go only to the AI model companies you allow, inside the regions you declare.
On Enterprise, self-host JuhJuh in your own cloud account (AWS, Google Cloud, Microsoft Azure or DigitalOcean) or on your premises, connected or air-gapped, with open-weight models from the Mistral, DeepSeek, GLM and Kimi families inside. Your trade secrets and know-how stay inside unless you connect an outside service or approve sending them out. Start hosted and our engineers move your workspace across when you're ready.
Start with one job and one agent. Add the rest of the organization once it has earned your trust. That’s the juju.
Free to start · No credit card to create a workspace
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