Missed deadlines, duplicated work, blocked PRs. Estimate the annual cost of coordination failures your team doesn't catch in time.
Want YOUR team's actual numbers, not estimates?
Zamski detected review bottlenecks, coordination gaps, and stale work patterns in facebook/react within minutes. What would it find in your repos?
Three engineers edit the same service. The AI agent opens eight PRs. The reviewer has no focus time. You find out in the retro. Zamski finds it now.
GitHub shows stale PRs. Slack shows frustration. Jira shows "on track." Calendar shows the reviewer in back-to-back meetings. Each tool tells the truth. None tells the whole truth. The gap between them is where coordination breaks. We call it The Offline.
An At-Risk Coordination. Not an alert. A living narrative. It names the engineers, the files, and the pattern. Review bottlenecks. Silent contention on shared code. Knowledge concentrated in one person. ARCs evolve with evidence and timestamps. They tell you what is happening while you can still change it.
Dashboards show you cycle time went down. They do not show you three people rewriting the same module. They report activity after the fact. Zamski detects the coordination pattern across systems in real time.
Install with npx @zamskiinc/mcp-server. 15 tools that give your AI coding agent organizational memory. File context before you edit. Cross-platform search across Jira, GitHub, and Slack. Expert discovery. Situation awareness. Works inside Claude Code, Cursor, and Windsurf.
GitHub. Jira. Slack. Google and Microsoft calendars. All read-only. Zamski never modifies your data. Never reads source code. Only metadata: PR titles, commit messages, issue descriptions, calendar availability.
SOC 2 Type II. AES-256-GCM encryption. TLS 1.3. Multi-tenant isolation. Complete audit logging. Read-only integrations.