Dstl8 is an observability distillation solution that continuously analyzes your services, applications, and infrastructure for real-time heath, stress, and hotspots across your full environment — distilling noisy, costly telemetry into clear, actionable insight. Powered by Möbius, a continuous multi-layer AI that distills, correlates, and investigates in real time.

Key Features

Continuous AI Analysis

Real-time, plain-English summaries of what changed, what broke, and why across your environment — no complex queries required. Continuously analyzes logs and distills only what you need.

Service Health, Real-Time

Tracks service, app, and infra health in real-time. Interprets your logs like a senior SRE, using sentiment & severity, boiling up issues, generating clear cause-and-effect explanations and impact, backed by evidence.

In-Context
Troubleshooting

Dig deeper in context to issues and incidents. Pinpoint failures faster and reduce the effort to fix them. Surface patterns, trends, hot spots through dynamic heatmaps, timelines, and log details.

Doesn’t Store Your Logs

Powered by Möbius – a continuous, multilayer AI – that distills, correlates, investigates in real-time. Distills all your logs at the edge, detects anomalies in real time, with always on agents that investigate, summarize, act, and learn from every incident.

AI in Your Flow

Always-on agentic analysis. Correlated insights. And a built-in MCP server that meets you where you work – from Dstl8 to Slack, IDEs, and terminals – no tool switching, no extra setup.

Zero Config.
No Maintenance.

Five-minute setup, continuous operation. No tuning, no dashboard upkeep, using open OTel standards – just runs, learns, and improves over time.

TUI tool for log analysis. It looks cool and seems
really good. It even has a heatmap.
It can also receive logs in real-time via
OpenTelemetry. It’s super modern. Yay yay!

It’s exactly what I’ve been dreaming about as the
ideal UX for logs analysis in Uncloud CLI/TUI.

This is a great tool and it immediately became
part of my toolset.

I decided to give it a shot. It’s really nice! One of
the things I always loved about datadog’s log
analysis tool was its ability to surface log patterns.

Great tool ! awesome job!

See Dstl8 in Action

Dstl8 Service Heatmap

Automated Incident Tracking

AI in Your Flow

Benefits

Scale Ops Without Headcount

Dstl8 automates understanding across environments, reducing MTTR by 50% while keeping ops teams lean. Like another SRE for your team.

Find & Fix Issues Continuously

Most tools alert you after something breaks. Dstl8 spots and explains regressions the moment they happen – then leads developers to the fix, what you need.

Make Logs Speak Human

Dstl8 explains what happened and why — no queries, no experts. Understand issues faster and keep everyone in the loop.

Maintenance Free Dashboards

No more stale panels or complex queries. Dstl8 always reflects your changes & gives instant, contextual answers — no dashboards to maintain, no training required.

Quick Install

Start distilling in minutes:

# helm install dstl8

Learn More

Inverting the Observability Pyramid ->
An Observability Renaissance: Humanism for the AI Era ->
Surface the Right Insights: Why Logs Still Matter (and Why Now) ->
Find the Right Answers: Making Logs Conversational with Gonzo ->