Your coding agent can’t see how its code runs in production. Bluebox is the observability agent for AI-native development. It briefs coding agents like Claude Code, Cursor and OpenCode with production context before they build. When something breaks, it investigates the likely root cause and opens a reviewable GitHub issue your agent can act on. Completely free tier, no credit card required. Email [email protected] for an extended free tier.

Datadog analyzed LLM telemetry from more than 1,000 companies to show how teams really run AI in production. The report covers multi-model adoption, agent design, why system prompts dominate token spend, how little prompt caching is used, and why rate limits cause roughly a third of LLM failures. Free to read, no form required.

Braintrust is the active observability platform for agents. By automatically surfacing the most critical patterns, Braintrust gives teams the visibility to understand how agents behave in production and the tools to improve them. Start a free trial here and score your first traces in minutes.