ActivLayer · Learning

Everything you need
to go autonomous.

Documentation, walkthroughs, and reference material. Whether you're deploying ActivLayer for the first time or building a custom integration, it's all here.

Getting StartedPlatform DocsIntegrationsAPI Reference
Start here

Four steps to your first autonomous resolution.

01Setup
Connect your cluster
Point ActivLayer at your Kubernetes API server or cloud provider. Takes under 5 minutes.
02Policy
Configure policy scope
Define which namespaces, services, and incident types the agent is allowed to handle.
03Governance
Set your HITL thresholds
Choose which actions require human approval — from everything to nothing, and anywhere in between.
04First run
Run your first scenario
Trigger a simulated incident and watch ActivLayer detect, diagnose, and resolve it autonomously.
Documentation

Full reference, organized by topic.

Getting Started
Platform overview
Architecture, components, and how ActivLayer fits your stack
Installation & deployment
Kubernetes operator install, cloud-managed, and airgap options
Connecting your first cluster
Step-by-step for EKS, GKE, AKS, and self-managed K8s
Quick-start guide
Get to your first autonomous incident resolution in 30 minutes
Platform Reference
Agent Engine
How the reasoning loop works — perception, diagnosis, action, validation
AI Reasoning Layer
Model selection, reasoning traces, and confidence scoring
Policy Enforcement
Writing, testing, and versioning ActivLayer policies
Human-in-the-Loop
Approval workflows, escalation trees, and audit records
Operations Console
Dashboard navigation, live feed, and timeline view
Integrations
Alerting systems
PagerDuty, OpsGenie, VictorOps, and custom webhooks
Observability
Prometheus, Datadog, Grafana, New Relic, CloudWatch
Communication
Slack, Microsoft Teams, email — notification routing
Ticketing
Jira, ServiceNow, GitHub Issues auto-ticket creation
REST API & SDKs
Full API reference, Python and TypeScript SDKs
Scenarios & Playbooks
Incident auto-resolution
End-to-end walkthrough of a pod crash loop scenario
Compliance automation
Running policy checks on a schedule; auto-remediation examples
Cost governance
Idle resource detection, rightsizing recommendations, auto-scaling
Disaster recovery
Multi-region failover, RTO targets, and runbook automation
Operations & Governance
Audit logs and compliance
Log format, retention, export to SIEM, and regulator-ready reports
Role-based access control
Users, roles, permissions — from viewer to admin
Multi-tenant setup
Isolation models, namespace separation, MSP deployment patterns
Incident post-mortems
Auto-generated reports, RCA templates, and team-facing summaries
Explore

Beyond the docs.

Read
Ground Truth
Plain-language answers to every question about the platform — what it does, how it's built, and who it's for.
Interactive
Live Scenarios
Watch ActivLayer handle real incidents — Kubernetes pod failures, compliance drift, cost spikes — step by step.
Watch
Events
Live walkthroughs, technical deep-dives, and open Q&As with the founding team.
Connect
Community
Ask questions, share integrations, and connect with other teams running ActivLayer in production.