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Each integration gives the agent access to new data and actions. All integrations are configured in Settings → Connections.

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GitHub

Connected automatically during setup. The agent can query PRs, issues, check runs, deployments, and releases, and take actions like adding reviewers.

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Slack

The primary way most teams interact with Macroscope. DM Macroscope or tag @Macroscope in any channel to query the agent. Macroscope also streams real-time code activity into Slack channels via /macroscope commands:
  • /macroscope subscribe <repo>: all activity from a repo
  • /macroscope subscribe-commits <repo>: commit summaries (includes linked Jira and Linear tickets)
  • /macroscope subscribe-prs <repo>: PR activity, with live emoji reactions as PRs are ✅ approved, 💬 commented, or 🚀 merged
  • /macroscope subscribe-build-failures <repo>: build failures
Use /macroscope subscriptions to view a channel’s subscriptions, or /macroscope help for the full command list. Add --paths= to filter to specific parts of a repo (e.g. --paths=/frontend). A Slack admin must install the Macroscope Slack app. See setup instructions.

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Jira

The agent can look up tickets, track project progress, and create new issues. Setup instructions.

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Linear

Same capabilities as Jira. Setup instructions.

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BigQuery

The agent can browse datasets, inspect table schemas, and run read-only SQL queries. Answers include a methodology summary so you can verify the analysis.

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PostHog

The agent can query product analytics events, analyze trends, and inspect feature flags.

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GCP Cloud Logging

The agent can search and filter application logs across connected GCP projects.

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LaunchDarkly

The agent can list feature flags, projects, and environments, and check flag status and targeting rules.