AI Agent Platformfor SRE

Deep investigation engine that learns from every incident. Thinks like your best SRE — read-only, open source.

Read-Only by DefaultHypothesis-DrivenLearns From Every Incident
siclaw — web ui
Siclaw deep investigation demo — diagnosing a CrashLoopBackOff

How It Works

Investigate, learn, repeat

A continuous loop that gets smarter with every incident

STEP 01

Describe

Tell Siclaw what's wrong — any channel

STEP 02

Investigate

4-phase engine: hypothesize, validate in parallel, conclude

3 parallel sub-agents
STEP 03

Report

Structured root cause with evidence and confidence scores

STEP 04

Learn

Every investigation feeds memory — next time is smarter

Repeat — each time smarter

Capabilities

Built for production

Security First

Read-only investigation by default, with controlled execution when needed.

Alert-Driven Channels

Connect Siclaw to team channels and trigger investigations from alerts or operator input.

Skill System

AI generates diagnostic scripts with review workflow. Fork and share across teams.

Cron Patrols

Schedule health checks in natural language. "Check GPU every 6h" just works.

Team Workspaces

Shared investigations, team skills, and a web experience for collaboration.

Integrations

Connects to your stack

Built-in channels and Kubernetes. Extend to anything via Model Context Protocol.

Infrastructure
Kubernetes
Messaging
SlackDiscordTelegramLark
Observability
Prometheusvia MCPGrafanavia MCPElasticsearchvia MCPLokivia MCP
Alerting
PagerDutyvia MCPAlertmanagervia MCP
Dev
GitHubvia MCPGitLabvia MCP

Get Started

Start in seconds, scale to enterprise

$npm install -g siclaw
$siclaw local