Vibe Coding · Debugging
Vibe Coding Ships Fast. Debugging It Shouldn’t Slow You Down.
You described the feature; the AI wrote it. When a vibe-coded app breaks, you’re debugging code you don’t remember — at a seam you didn’t design. Dstl8 shows you exactly what the running system did, cited to the log line.
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Interactive demo · no signup
Click through it yourself — watch Dstl8 detect a runtime issue and fix the code. No signup required.
The problem
Why vibe-coded apps are hard to debug.
No mental model of the code
You described the outcome; the AI chose the implementation. You can’t reason from intent, because the intent was never yours.
Failures live at the seams
Vibe-coded apps wire together Stripe, Vercel, Supabase, and auth providers — and the break is usually in the integration nobody explicitly designed.
Logs exist; the explanation doesn’t
Every layer reports success while the user reports failure. The signal is scattered across tools that don’t talk to each other.
How it works
Root cause in three steps.
1 · Connect your stack
brew install control-theory/dstl8/dstl8 for the terminal, or point your OpenTelemetry collector at Dstl8. Vercel, Supabase, Kubernetes, AWS, and 50+ sources connect in minutes — no agents to deploy.
2 · Möbius AI distills the noise
Continuous runtime distillation turns 10x log volume into the handful of patterns, regressions, and anomalies that actually matter.
3 · Get root cause, cited
What broke, why, and where — delivered to your terminal, IDE, or Slack, cited to the actual log line. Not a dashboard to interpret yourself.
See it work
Inside Dstl8 — service health, incidents, log patterns, and the root cause Möbius surfaces.
Why teams switch
“brew install, pointed it at our K8s cluster, and Möbius was answering why is this service degrading in 90 seconds. Felt like cheating.”
14-day free trial · No credit card · Setup in 5 minutes
Questions
Before you start.
How long does setup take?
Under 5 minutes. brew install control-theory/dstl8/dstl8 for the terminal, or point your OpenTelemetry collector at Dstl8. No agents to deploy, no dashboards to configure.
Do I need a credit card to start?
No. The 14-day free trial gives you full platform access with no credit card required.
What does it integrate with?
Vercel, Supabase, Railway, AWS, Kubernetes, Cloudflare, OpenTelemetry, GitHub, and 50+ sources — plus Claude Code, Cursor, Codex, and Copilot via MCP.
Is there a free, open-source option?
Yes. Gonzo is our MIT-licensed terminal log analysis tool — brew install gonzo, no account needed. Dstl8 adds continuous analysis and Möbius AI root cause on top.
How is this different from Datadog?
Dstl8 distills signal at the source instead of charging you to ingest everything, and Möbius AI hands you root cause cited to the log line instead of a dashboard to interpret yourself.
Get started
Find what broke in your next five minutes.
Free 14-day trial. No credit card. Full platform access.
14-day free trial · No credit card · Setup in 5 minutes