The AI Ops Squad

A customer flagged a bug, and it landed in a Slack channel. Three AI agents were already sitting there, and they went at it. One traced where the error came from, one argued about the fix, and one checked it wouldn't break anything else. A few minutes later there was a working fix and a reply drafted to the customer. I approved it and moved on.

That wasn't a stunt, and it's a setup you can build yourself. Honestly, the trick is just pulling the agents into where the work already happens, which for most teams is Slack, and then letting each one do what it's best at.

So here are the three. What each one actually is, and how to set it up. All three you can have running this week.

Why Slack

Most people run one AI in a browser tab and copy-paste between it and their real tools all day long. The agents in this guide live inside Slack instead. A message lands, you @mention the right one, and it reads the thread, does the work, and posts the result back where everyone can see it. There's no new app to check and nothing gets lost between tabs. The channel becomes the workbench.

Agent 1: Viktor, the AI employee

What it is. Viktor (viktor.com) is an AI employee that lives in Slack. It's not a chatbot that answers questions, it's an operator that does tasks. You give it a job in plain English and it comes back with the finished thing: a report, a reconciled invoice list, a drafted follow-up, a small dashboard. It connects to your real tools (Stripe, HubSpot, Google, Meta Ads, GitHub and a few thousand others) and can run any task on a schedule.

What it's good at. The unglamorous operational work. Weekly revenue digests posted to a channel. Reconciling invoices against Stripe. Auditing ad spend and pausing the losers. Drafting CRM follow-ups. Triaging a support or bug queue. If it's a repeatable ops task that touches a few tools, Viktor is the workhorse.

How to set it up (about 10 minutes):

1. Sign up at app.viktor.com/signup. No credit card, and you start with about $100 in free credits.
2. Install Viktor to your Slack workspace from the Slack app directory. It takes a couple of minutes.
3. Connect your tools. Most are one-click sign-in, a few need an API key. Viktor handles the connection, so there's no Zapier in the middle.
4. Invite Viktor to a channel and give it a task: @Viktor pull last week's Stripe revenue and post a summary here every Monday at 9am.

Worth knowing. Pricing after the trial is $50/month for the Team plan (20,000 credits, enough for roughly 10 to 15 complex jobs a month). Credits burn per task, and daily automations burn faster than weekly ones, so start weekly and turn up the frequency once you see the value. It's a young product, so treat the first week as a trial with real work rather than a leap of faith.

Agent 2: Claude Tag, the one that reasons through hard problems

What it is. Claude Tag is Anthropic's own agent that lives in your Slack channels. You @mention @Claude and it takes on the task in the open: it posts a live checklist in the thread and works through it where the whole channel can watch. This is the one that shines on the genuinely hard problems, the bug in the video being the obvious example. It can investigate a bug, open a pull request, turn a messy decision thread into a clean doc, or run a data query, and it builds context on the channels it sits in over time.

The catch: it's Team or Enterprise only. The full channel agent (Claude Tag) needs a Claude Team or Enterprise plan and is in public beta right now. If you're on a personal Claude plan you can still DM Claude inside Slack, but the in-channel agent that does real work is the paid-team tier. It's worth it if your team already runs on Slack.

How to set it up (an Owner does this once):

1. Install the Claude app from the Slack Marketplace. Any admin can add it, but the next step needs an Owner.
2. A Slack/Claude Owner (not just an Admin) goes to claude.ai/admin-settings/claude-tag and provisions Claude Tag. Claude gets its own identity in the workspace, separate from any one person's account.
3. Connect the tools and repositories Claude should reach, and choose which channels it operates in. Access is set per channel, so you decide exactly what it can touch where.
4. That's it. From then on anyone in those channels just types @Claude investigate this error and open a fix and watches it work.

Worth knowing. Channel work is billed on usage against an org balance the Owner funds (not per-seat), with spend limits you set. When you @mention it in a channel it only sees the recent messages, so give it the context in your message or forward the thread. Ask @Claude what can you access from this channel? to see what's wired up. (One housekeeping note: Anthropic is retiring the older "Claude in Slack" name and folding everything into Claude Tag in August 2026, so Claude Tag is the thing to set up.)

Agent 3: AxleClaw, the one that goes everywhere

What it is. AxleClaw (axleclaw.ai) is our own founder operating system. Like the other two it runs your work from inside the tools you already use, but it's built to act more on its own and to live wherever you do, not just in Slack.

Why it's different from the first two. Two things set it apart. First, it's built to be more autonomous. It doesn't just draft and wait, it takes more of the action end to end, so more of the loop closes without you in it. Second, it isn't stuck in one place. The same agent drops into WhatsApp, iMessage, Slack, and more, so it reaches you and acts wherever the work is actually happening. And it plugs into far more of your stack, so there's less it can't touch. That reach is the biggest difference between AxleClaw and a Slack-only assistant.

How to set it up. Sign up at axleclaw.ai, connect the platforms and tools you want it in, and point it at the work. That's it.

How the three work together

Back to the bug. Here's who did what, and why three beats one.

• The customer message hits the channel, and Viktor triages it: it pulls the customer record, checks recent tickets, and flags how urgent this is.
• Claude Tag takes the hard part. It traces the error, reasons through the fix, and opens a pull request with the change.
• They disagree on the fix, which is the good part, because two agents checking each other catches the mistake a single one would have shipped.
• AxleClaw carries it out of the channel. It pings the on-call engineer on WhatsApp and updates the customer's record, so the loop closes wherever people actually are, not just in Slack.
• The customer reply gets drafted, and a human (you) approves before anything goes out.

Nothing important auto-sends. The squad does the work, and you keep the judgment.

Start here

Don't overthink it. Sign up for Viktor's free trial today and give it one real task. If your team is on a Claude Team plan, have your Owner switch on Claude Tag and point it at one channel. And grab AxleClaw at axleclaw.ai if you want an agent that acts on its own across every app you use, not just Slack. You'll know inside an afternoon whether this changes how you work. For most people, it does.

Built by Alex Sidhu, Whitehorse AI.