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
| Question | Single-vendor dashboard | RetrySight |
|---|---|---|
| Spend across all agents | Partial at best | Fleet rollups by model, user, tool |
| Retry patterns | Usually missing | Edits, test fails, diff rejected, compaction |
| Collector health | N/A | Agent heartbeats and stale-collector alerts |
| Self-hosted option | Rare | Enterprise 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
- Solo developer — Download RetrySight Lite for a local desktop app
- Growing team — RetrySight Cloud managed console
- Platform org — Enterprise Core self-hosted, free license
One console. Every retry. Every dollar — across the tools your fleet already uses.