OpenClaw + Linear

Here's the thing about Linear: it's probably one of the most important tools in your stack. Your team lives in it. Your data lives in it. Your processes depend on it. But right now, everything that happens inside Linear requires a human to make it happen. Someone has to log in, check for updates, enter data, pull reports, and make sure nothing got missed. That's not a good use of anyone's time — especially when an AI agent can do all of that automatically.

When Linear is connected to your AI agents, it stops being a tool your team has to actively manage and starts being a tool that manages itself. Agents can monitor Linear for changes, respond to events in real time, update records without human input, and pull data into other parts of your workflow automatically. It's the difference between having a tool and having a system. Tools require people. Systems run themselves.

The businesses I work with almost always have the same complaint about their tools: “We're paying for all these platforms, but we're still doing everything manually.” That's because software alone doesn't solve operational problems. You need something that connects the dots — that takes the data from Linear, makes decisions with it, and acts on it without waiting for a human to get around to it. That's exactly what the integration does.

And let me be clear — this isn't about replacing Linear. It's about making it ten times more useful. Your team still uses Linear the same way they always have. They just don't have to do the repetitive, manual parts anymore. The agents handle that. Your people handle the thinking.

Technically, here's what happens: your AI agents connect to Linear through its API — the same secure interface that other enterprise software uses to communicate with it. I set up the connection, configure the authentication, and build the data flows so your agents can read from and write to Linear in real time. Your agents can pull records, create new entries, update existing data, trigger workflows, and respond to events as they happen. It's a two-way connection — not just a one-time data dump.

The automation triggers are what make this really powerful. You can set agents to respond to specific events inside Linear — a new record gets created, a field gets updated, a status changes, a deadline approaches. When that event happens, the agent fires automatically and does whatever you've designed it to do. No polling. No checking. No delays. The agent reacts in real time, the same way a human would if they were watching the screen 24/7 — except the agent actually does watch 24/7.

Data flows both ways. Your agents can push information into Linear from other tools in your stack, and they can pull data out of Linear to feed into other workflows. This means Linear stops being an isolated system and becomes a connected node in your entire operation. Everything talks to everything. Nothing gets siloed. And the best part? The data is always consistent because there's no human re-keying it from one system to another.

Connecting Linear to your AI agents is something I handle end to end. You don't need to touch any code, configure any APIs, or learn any new tools. All I need from you is access to your Linear account — usually just an admin-level login or an API key — and a quick walkthrough of how your team currently uses it. What data matters most. What processes depend on it. What would save the most time if it ran automatically. That conversation usually takes about 30 minutes.

From there, I design the integration, build the agent workflows, and test everything against your real Linear data before anything goes live. You'll see exactly what the agents are doing and approve the workflows before I flip the switch. Once it's running, I monitor it for the first couple of weeks to make sure everything is working smoothly and fine-tune anything that needs adjustment.

Most Linear integrations are up and running within a week or two. And once it's live, you'll wonder how you ever operated without it. The manual work disappears. The data stays clean. And your team gets to focus on work that actually requires a human brain. If you're ready to make Linear work harder for you, book a free consultation and I'll show you exactly what's possible.