ControlTheory Dstl8 is emergent observability for AI coding teams. It automatically surfaces unknown patterns—even when nothing was configured to watch for them. Discover novel behaviors in dev/staging before they become production incidents. Powered by Möbius AI.
Key Features
Discover Unknown Unknowns
Surface emergent patterns without pre-configuration. Dstl8 automatically detects novel behaviors from AI-generated code – unexpected service interactions, latency spikes, new dependency chains. No monitors to configure, no dashboards to build. Just deploy and discover.
Pre-Production Detection
Catch unknowns before production. Deploy Dstl8 in dev/staging environments where AI-generated code first interacts with real systems. Surface emergent patterns early – before they page you at 2am. Works alongside your production observability tools.
Instant Impact Analysis
Understand severity and scope immediately. No need to correlate 6 dashboards. Dstl8 distills complex telemetry into clear impact: who’s affected, how severely, what’s related. Get from alert to understanding in seconds, not minutes.
Direct Answers with Evidence
Ask “what’s wrong and why” in natural language. Get explanations backed by actual logs – not dashboards to investigate. Dstl8 surfaces the exact evidence: relevant log lines, affected services, timeline. Root cause with proof, not speculation.
Complements Your Stack
Complements Datadog, Grafana, Prometheus, New Relic – but solves a different problem. Traditional tools monitor what you configure. Dstl8 emergent observability discovers what you didn’t anticipate. Powered by Möbius AI, our three-layer architecture that distills logs at the edge and surfaces emergent patterns continuously.
Zero Config.
No Maintenance.
Five-minute setup, continuous operation. No tuning, no dashboard upkeep. Uses OpenTelemetry standards – Kubernetes-native. Works on-premises or cloud. No log storage required – Dstl8 distills at the edge.
See Dstl8 in Action
Dstl8 Service Heatmap
Automated Incident Tracking
AI in Your Flow
Benefits
Catch Issues Before Production
Deploy in staging where AI-generated code first meets real systems. Surface emergent patterns before they become 2am pages. Most teams discover unknowns in production—you’ll catch them in pre-production. Prevention, not reaction.
Understand Impact in Seconds
Stop correlating 6 dashboards during incidents. Dstl8 distills complexity into clear answers: who’s affected, how severely, what’s related. Get from alert to understanding in seconds, not 20 minutes of dashboard archaeology.
Answers for Your Entire Team
Ask “what’s wrong and why” in plain English—no query language required. Junior developers, senior SREs, customer success reps—everyone gets answers they can understand – with evidence. Democratize incident response without dashboard expertise or investigation work.
Maintenance Free Dashboards
Five-minute setup. No monitors to configure, no dashboards to maintain, no queries to write. Dstl8 learns your system automatically and improves over time. Just deploy and start surfacing patterns—no ongoing tuning required.
Quick Install
Start distilling in minutes:
# helm install dstl8
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