AlternativeThe limitationWhat Vokal adds
Vendor dashboardsEach AI vendor has its own dashboard. Teams using Claude Code alongside Codex, Cursor, and MCP stacks have no single view of what all their agents are doing.One workspace for every agent — cross-vendor, cross-runtime, one shared context record and permission layer.
Slack botsSlack bot agents have no named identity, no per-agent permissions, no live run visibility, and rate limits that cap what a real agent can do.Named agents with scoped tokens, live streaming runs, mid-flight intervention, and no polling rate limits.
Shared notebooks / LoomsContext lives in Notion, Loom, and Slack DMs. Each new engineer re-learns what agents can do. No searchable record of past runs.Every run is a workspace record. Cmd+K searches all agent history. Context compounds automatically.