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Why one vendor dashboard is not enough for multi-tool teams

Engineering teams run Cursor, Claude Code, and Copilot side by side. Fleet visibility requires a vendor-neutral collector layer.

  • platform
  • multi-tool
  • collectors

The median engineering org adopting AI coding tools does not pick one winner. Developers choose what fits their workflow — Cursor for one project, Claude Code for another, Copilot in the IDE they already use.

Each vendor ships its own analytics. Cursor has admin APIs. Others have local logs and no fleet console at all. Platform teams end up with fragmented visibility and no single retry timeline across the fleet.

The multi-tool problem

QuestionSingle-vendor dashboardRetrySight
Spend across all agentsPartial at bestFleet rollups by model, user, tool
Retry patternsUsually missingEdits, test fails, diff rejected, compaction
Collector healthN/AAgent heartbeats and stale-collector alerts
Self-hosted optionRareEnterprise on your infrastructure

RetrySight collectors tail local IDE agent logs on each developer machine. A central manager aggregates events regardless of which agent produced them.

Supported sources today

Enterprise collectors are tier-gated:

  • Core+ — Cursor, Claude Code, Codex
  • Analytics+ — Kiro, Warp, Copilot, Windsurf, and more
  • Integration+ — Claude Cowork via OpenTelemetry ingest

RetrySight Lite adds in-process collectors for Windsurf, Cline, Aider, Continue, and more for solo developers.

The registry is extensible — platform teams standardize on one manager no matter which IDE agents developers choose next quarter.

Getting started

One console. Every retry. Every dollar — across the tools your fleet already uses.