Agent graphs now expose latency, tool calls, and error rates across multi-agent workflows without code changes.

As multi-agent AI systems move into production, observability and safe rollout tooling becomes a new evaluation criterion — LaunchDarkly is staking out this territory before most DevTools competitors have even framed the problem. Bootstrapped DevTools and feature-flag players now face a buyer who may expect AI workflow visibility as table stakes. This also signals LaunchDarkly is repositioning from 'feature flags' to 'AI deployment control plane,' which is a category-defining move.