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bluebox

Helping agents ship code you trust to prod.

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Gives your agents eyes into prod.Brief your agents before building.Finds issues before they're issues.Hands your agent a fix plan as a GitHub Issue.Giving your agents superpowers: Plan, Detect, Investigate ...Giving your agents superpowers: ... Fix and Verify.
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Overview

Bluebox by Dynatrace gives your coding agents the one thing they don't have on their own: runtime context. It scans your repo, maps your live topology, and watches production signals continuously, so agents reason against what your system actually does, not just what the code says it should do. When an issue shows up in production, Bluebox investigates it with full context, traces, logs, topology, and the live code path, identifies the actual commit and code path at fault, and hands your coding agent a GitHub Issue with the evidence already attached. Your agent (or you) decides what happens next; Bluebox never pushes a fix on its own.

Give your agents observability superpowers

  • Automatic topology and OTel discovery. Scans your repo to find every service, database, and dependency, and guides you through OpenTelemetry instrumentation if you don't have it already.
  • Continuous production monitoring. Watches latency, error rates, and SLOs across your services, and only surfaces the signal that matters.
  • Root cause in your code, not just infrastructure noise. Correlates traces, logs, and topology to point at the specific commit and code path behind an incident.
  • Evidence-backed GitHub Issues. Every detected issue becomes a ready-to-act-on Issue: the trace, the offending lines, and the blast radius, so your agent can execute instead of exploring.
  • Post-deploy verification. Confirms a fix actually resolved the incident using data, not assumptions.

Trusted, open, no lock-in

  • Dynatrace-powered insights. Root cause detection runs on Dynatrace's causal AI, not pattern matching or guesswork.
  • GitHub-native output. Every fix lands as a GitHub Issue with full context attached. No new interface for your agents or your team to learn.
  • Built on OpenTelemetry. Works with your existing OTel setup, or guides you through setting one up. No vendor lock-in.Works where you work

Use cases

  • Brief your agent before it builds. Instead of a long, uncertain prompt, hand your agent a short, evidence-backed brief. Less back-and-forth, more accurate first attempts, even with smaller models.
  • Catch production issues before they pile up. Bluebox watches your services continuously and flags the moment something degrades, rather than waiting for a support ticket or a page.
  • Investigate incidents with full context. Get the trace, the log, the topology, and the responsible code path in one place instead of piecing it together across five tools.
  • Turn incidents into ready-to-fix GitHub Issues. Every issue lands with the blast radius and the fix path attached, so your agent (or your team) can act immediately.
  • Verify a fix actually worked. After deploy, Bluebox checks the same signals that flagged the incident to confirm it's resolved.

Works where you work

Bluebox works with the coding agents and environments you're already using, including Claude and Kiro, and runs on AWS.

Get started

Bluebox is a separate product from the Dynatrace platform, so sign-up happens at bluebox.ai, not inside your Dynatrace environment. Head over and sign in with GitHub to get started - no credit card is required.

👉Sign-up now for your free bluebox trial and equip your agents with superpowers.

Once your account is created, connect your repos and Bluebox scans them automatically to build your topology. If you don't have OpenTelemetry set up yet, Bluebox walks you through instrumentation. From there, Bluebox starts watching your production signals and will open its first GitHub Issue as soon as it detects and confirms a root cause.

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More resources

Blog: Why we built bluebox.

Blog: Why we built bluebox.

Software is getting built in a fundamentally different way. Over the last year, coding with agents has changed how we design, build, ship, and operate applications, and that
Read more
Sign-up to bluebox

Sign-up to bluebox

Visit app.bluebox.at and sign-up using your GitHub account. No credit-card required!
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