Free Reality Lenses available

Generate Your AI Reality Lens - IT Operations

Select your primary role. Each Reality Lens is customized for your constraints, access, and topology.

🧱 Core Infrastructure & Platform
Infrastructure Engineer
Servers, virtualization, storage, OS, data centers, cloud foundations.
Systems Administrator
Day-to-day ops: patching, accounts, backups, incident response.
Network Engineer
LAN/WAN, firewalls, routing, VPNs, load balancers.
Cloud Engineer / Cloud Platform Engineer
AWS/Azure/GCP environments, landing zones, IAM, networking.
Middleware Engineer
App servers, messaging, integration layers (WebSphere, Kafka, MQ, APIs).
Database Administrator (DBA)
Oracle, SQL Server, PostgreSQL, performance, backups, HA/DR.
⚙️ Application & Engineering
Software Engineer / Application Developer
Backend, frontend, enterprise apps, APIs.
DevOps Engineer
CI/CD pipelines, automation, IaC, deployment workflows.
Site Reliability Engineer (SRE)
Reliability, observability, SLAs, failure reduction.
Release / Build Engineer
Manages releases, environments, versioning, pipelines.
🔐 Security & Risk
Cybersecurity Engineer / Analyst
Detection, prevention, SOC operations.
IAM Engineer (Identity & Access Management)
SSO, MFA, RBAC, provisioning/deprovisioning.
GRC / Risk & Compliance Analyst
Policies, audits, SOX, HIPAA, PCI, SOC2.
📊 Data & Intelligence
Data Engineer
Pipelines, ETL/ELT, data platforms.
Data Analyst / BI Engineer
Dashboards, reporting, metrics.
Data Scientist / ML Engineer
Models, forecasting, AI features (varies wildly by company).
🧭 Architecture, Management & Oversight
Enterprise Architect
Cross-domain systems, standards, long-term direction.
Solution Architect
Designs systems for specific projects or initiatives.
Technical Program Manager / IT Project Manager
Delivery, timelines, risk, coordination.
IT Operations Manager / Engineering Manager
People, budgets, priorities, escalations.
📝 Other
Other (Please specify)
When your role doesn't fit the categories above.

Primary Lens Use Case: (Required)

How will you primarily use this Reality Lens? This tailors the guidance to your workflow.

Day-to-Day Operations
Routine tasks, monitoring, maintenance, tickets
Incident Response
Active incidents, outages, troubleshooting, war rooms
On-Call Support
After-hours coverage, escalations, first response
Change & Release Management
Deployments, maintenance windows, CAB prep
Architecture & Planning
Design decisions, capacity planning, documentation
Audit & Compliance
Evidence gathering, access reviews, control validation

Please select a primary use case before continuing.