Your development workflow already generates signals. A Sentry alert fires. A Slack message mentions a bug. A GitHub issue gets created. PostHog surfaces a drop in user behavior.

But signals without action slow teams down.

Continue’s Integrations change that by turning tools you already use into automated, AI-powered workflows that take action the moment something happens. Today we’re launching the next major piece of Continuous AI: Integrations.

The Real Problem: Alerts Aren’t the Work. Everything After Them Is

Every engineering team knows the pain:

• A Slack message mentions a bug
• Sentry fires an error
• A GitHub issue opens
• PostHog shows a drop in user behavior

These signals demand attention, but none of them are the actual work. Developers still have to:

• Investigate the root cause
• Analyze stack traces
• Open or refine issues
• Write a fix
• Update documentation
• Communicate status
• Plan follow-up steps

Every alert becomes a manual workflow that steals engineering time. Continue automates that entire first pass with our cloud agents.

Connect Your DevTools. Continue Takes Action Automatically.

By connecting your tools in Mission Control, you give your cloud agents the context they need to:

• Investigate issues
• Propose fixes
• Generate diffs and PRs
• Update docs
• Create or refine tasks
• Summarize incidents
• Communicate progress in Slack

Whether the signal comes from Sentry, GitHub, Slack, Snyk, or PostHog, Continue can convert it into an actionable engineering workflow.

What you Can Connect Today

These integrations let your existing developer tools become triggers for automated AI workflows with no changes to your stack, no new dashboards, no new process overhead.

GitHub

Agents can create PRs, open issues, investigate merged changes, generate reports, and maintain your repo automatically.

Sentry

Surface runtime errors, analyze stack traces, generate root-cause summaries, and propose fixes.

Snyk

Automatically triage vulnerabilities, produce remediation PRs, and run scheduled security reviews. (Learn more about our Snyk partnership!)

PostHog

Let agents analyze product analytics, spot patterns, and generate PRs or follow-up tasks.

Slack

Bring conversational workflows to where your team already collaborates. Mention @Continue and turn discussions into issues or PRs.

Sanity, Supabase, Atlassian, Netlify

Database updates, schema docs, Jira tickets, site audits—your operations layer becomes programmable through AI.

How It Works

Once an integration is connected:

1. Your devtools send signals
2. Those signals can trigger Tasks or Workflows
3. Continue cloud agents investigate the context
4. Agents generate:
   • Diffs
   • Pull requests
   • Documentation updates
   • Dashboards
   • Summaries & reports
5. You review everything in the Mission Control Inbox

Why it Matters

Sifting through dashboards, chasing errors, triaging issues, checking schema updates, maintaining PR hygiene—it’s endless.

DevTool Integrations flip the model.

Instead of alerts demanding your attention, Continue cloud agents do the first pass for you:

• Is this real?
• What caused it?
• What code is affected?
• Can we propose a fix?
• Should we open a ticket?
• What should we test?

Engineers step in only where judgment, creativity, or product understanding is required.

Get Started

Today’s integrations are just the start.

Our goal is simple: If your tools can emit it, Continue should be able to act on it.

Errors → fixes.
Vulnerabilities → PRs.
Signals → artifacts.
Discussions → actions.

Continuous AI for real engineering teams.

Setting up integrations takes minutes. Connect your GitHub repositories to give cloud agents access to your code. Link Sentry to start automating error responses. Add Slack to enable conversational workflows. Each integration you connect multiplies what your agents can do. You can try out these integrations today.

Visit Mission Control to start connecting the tools you already use.