DSTL8 · THE TELEMETRY-NATIVE AI SRE
The AI SRE That Doesn’t Need an Observability Platform.
Dstl8 brings its own telemetry. Telemetry Distillation reads your telemetry at the source, Möbius reasons over it, and the fix lands in Slack, Claude Code, Cursor, or Codex. Source to fix, nothing to assemble.
328 incidents resolved · Zero alert rules
13 Kubernetes clusters · Enterprise fintech, first two months.
Works with your stack
Runtime platforms and AI coding tools — connected in minutes. See all integrations →
THE TELEMETRY PROBLEM
An AI SRE is only as good as the telemetry it’s handed.
01
The Telemetry Tax
You ship, index, and retain everything to find the few lines that matter. AI-speed engineering multiplies the volume, and the bill.
# monthly telemetry
ingested: everything
indexed: everything
read by anyone: almost none
→ you pay for all of it
02
The Telemetry Trust Problem
Most AI SREs sit on someone else’s data plane. They reason over whatever survived sampling and indexing, and can’t see what was dropped.
# ai sre investigation
source: vendor index
sampled: yes
dropped lines: unknown
→ confident answer, with partial evidence
03
Rules Can’t Keep Pace
More code, shipped faster, by more agents. Alert rules catch the failures you already know. The expensive ones never had a rule.
# deploy 14:07 · all green
alert rules fired: 0
retry volume: 8x baseline
customer tickets: 3
→ nobody wrote a rule for this
// See how Dstl8 brings its own telemetry.
BUILT ON TELEMETRY DISTILLATION
04
Knowledge graph
Every resolved incident becomes institutional memory. What one service teaches, every service keeps.
03
FEEDBACK LAYER
Root cause, evidence, and the fix, delivered to Slack, Claude Code, Cursor, or Codex. Fixes land where work happens, not in a ticket queue.
02
Möbius reasoning
Our own fine-tuned model investigates every incident, reasoning over distilled signal, never the raw firehose.
01
TELEMETRY DISTILLATION
Reads the content of all your telemetry close to the source: sentiment, patterns, anomalies, severity. Signal before spend.
Distilled at the source. Reasoned in Dstl8. Delivered where you work. Remembered.
14 days free · Full platform access
Start Here
See what’s actually happening.
Connect your deployment chain. Surface emergent patterns. Get root cause analysis with fix recommendations — right in your editor.
↻ Intelligence that compounds — every runtime signal makes the next one sharper.
Dstl8 — Supabase runtime analysis
Open Source
Not ready for Dstl8? Start with Gonzo.
Free, open source log analysis TUI. Real-time charts, pattern detection, AI-powered insights — right in your terminal. No account, no config.
brew install gonzo
Why DSTL8
Not an observability platform with an AI SRE bolted on.
DATA PLANE
TELEMETRY TAX
What the AI sees
Detection
Where it lands
Pricing
Over time
Observability platform + AI SRE
Required, paid for separately
High: Ingest, index, retain all.
Whatever survived sampling
Alert rules you write and tune
Another dashboard
Metered by GB or investigation
Starts from zero each incident
DSTL8
Not needed. Built-in.
None: no per-GB pricing
Every signal, distilled
Zero alert rules
Claude Code, Cursor, Codex
Unlimited incidents
Knowledge graph compounds
Get started
Install & Configure Dstl8 in Under 2 Minutes.
Try the Dstl8 CLI and TUI for continuous runtime feedback. Install it, add sources, connect the MCP server into Claude Code, and more.
brew install control-theory/dstl8/dstl8
dstl8 setupcurl -fsSL https://install.dstl8.ai/script/dstl8-cli | shnpx dstl8nix run github:control-theory/dstl8Download from https://github.com/control-theory/dstl8/releasesQuick Start
# 1. Install the CLI
brew install control-theory/dstl8/dstl8
# 2. Create a Dstl8 account (or `dstl8 login` if you already have one)
dstl8 setup
# 3. Add a source so logs flow in
dstl8 sources add vercel
# 4. Connect your AI agent, auto-detects MCP-compatible clients on your machine and configures them
dstl8 install --all
dstl8 install claude-codeAdd Sources
# Add Sources
dstl8 sources add kubernetes
dstl8 sources add cloudwatch
dstl8 sources add vercel
dstl8 sources add supabase
dstl8 sources add otlp
dstl8 sources add github