Helping agents ship code you trust to prod

Give your coding agents runtime superpowers.

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bluebox

works where you work

How Bluebox works

Gives your agents
eyes into prod

  • Scans your repo automaticallyDiscovers every service, database, and external dependency.
  • Guides OTel instrumentationAuto-generates OTel config and walks you through setup.
  • Reads your live services topologyPulls your live dependency graph: hosts, services, clusters, so your agent reasons in context, not in isolation.
  • Links production directly to your coding agentYour agent gets real runtime context before it writes a single line.
cloudfront edge · 12 PoP checkout-web p99 89ms shop-web 2.4k req/s pricing-svc p99 42ms cart-svc 1.8k req/s order-service p99 102ms postgres 99.9% uptime redis hit rate 97% kafka lag 0ms s3 · payments healthy

Briefs your agents
before building

  • Plan before you promptHave Bluebox think upfront so your agent executes instead of exploring.
  • Make your agents more effectiveBetter context means fewer iterations with less reasoning, even with smaller models.
  • Less reprompting, better outcomesBluebox briefs your agent upfront so it executes instead of exploring.
  • Know before you shipFull context before you build. Your agent executes against the runtime environment you're building for.

Finds issues before
they're issues

  • Monitors production signals continuouslyLatency, error rates, SLOs – all watched, all the time.
  • Surfaces incidents the moment they appearNo alert fatigue, only the signal that actually matters.
  • Investigates with full runtime contextTraces, logs, topology, and live code, correlated automatically.
  • Detects root-cause in your codeNot just infrastructure noise. The actual commit and code path that caused it.
cloudfront edge · 12 PoP checkout-web p99 89ms shop-web 2.4k req/s pricing-svc p99 42ms pricing-svc p99 ↑ 890ms cart-svc 1.8k req/s cart-svc 503 errors ↑ order-service p99 102ms postgres 99.9% uptime postgres pool wait 412ms redis hit rate 97% kafka lag 0ms s3 · payments healthy

Hands your agent a fix plan
as a GitHub Issue

  • Evidence-backed GitHub Issue, ready to act onThe trace, the offending lines, the blast radius: everything your agent needs to fix it.
  • Blast radius before you deployKnow exactly what's at risk. No surprises after you release.
  • You decide what happens nextHand it to your agent, fix it yourself, or close it. Bluebox never acts without your call.
  • Bluebox confirms the fix heldPost-deploy monitoring verifies the incident is closed, with data, not optimism.
Analyzing pricing-svc timeout error… 0.3s claude Generating fix for timeout issue… 2.1s github Creating GitHub Issue… 0.8s Fix delivered · ISSUE #142 ready to act on Developer assigned · 0 comments

Trusted and Open Standard

Trusted

Dynatrace powered insights

Causal AI under the hood. Not pattern-matching, not guesswork. Real root cause, every time.

GitHub native

GitHub Issues as output

Every fix lands as a GitHub Issue with all the context your agent or you needs to act. No new tools to learn.

Open standard

Built on OpenTelemetry

No vendor lock-in. Works with your existing OTel setup, or guides you through setting one up.

Built for developers who ship with coding agents

You're moving fast. Bluebox is the missing production layer. It checks what your agent can't see, so you can merge with confidence.

Don't take our word for it. Try it for free.

Connect your repos. Tell your agent. No credit card required.

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