Detect + recommend / connected
See the whole agent run. Fix the part that matters.
Logs tell you what happened. Signals connects the run, surfaces the expensive or unreliable span, and carries a concrete recommendation back to the developer — six analysis agents behind the loop, detailed on the Agents page, feeding the production quality signal on Evaluations.
DetectCost + trace
RecommendSix agents
OutputActionable
StatusPlanned · in development
From fragmented telemetry to one operational account.
The comparison is against common observability gaps, not named competitors. Capabilities remain clearly separated into what exists now and what the product roadmap targets.
01 / collect
Keep the telemetry you already emit
The architecture starts with OpenTelemetry so traces, cost, and latency remain portable rather than trapped behind a proprietary agent wrapper.
Current: architecture and public specification02 / detect
Read the run as a system
Planned analysis connects model calls, tools, retries, cost, latency, and outcomes under a stable run identity — the six agents behind this loop are detailed on the Agents page.
Planned: ingestion and analysis runtime03 / recommend
Move the answer into the workflow
Recommendations land in the Console, notifications, and MCP-compatible tools — not another dashboard developers must remember to watch. The quality signal that grades them closes the loop on Evaluations.
Planned: Console, notifications, and MCP