Canonical: https://uhl.cloud/en/resources/
Language: en
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# Resources

AI playbooks, checklists and implementation guides from our own practice. Free to read and download.

## Playbook

Playbook

## [AI-Assisted Authorised Penetration Testing](https://uhl.cloud/en/resources/ai-assisted-penetration-testing/)

How we use LLMs and agents inside scoped security work - and the human gates that keep it authorised testing, not unsupervised scanning.

## Blueprint

Blueprint

## [The Self-Hosted AI Stack](https://uhl.cloud/en/resources/self-hosted-ai-stack/)

Private inference, agent memory and assistants on your own Kubernetes. Data sovereignty by architecture, not by policy - the stack we run ourselves.

## Field guide

Field guide

## [AI Workloads on Kubernetes and Talos](https://uhl.cloud/en/resources/ai-workloads-kubernetes-talos/)

Scheduling, resource limits, model serving and observability for LLM and agentic workloads on an immutable Linux platform.

## Checklist

Checklist

## [Agentic Engineering Standards](https://uhl.cloud/en/resources/agentic-engineering-standards/)

The discipline sheet for teams letting AI agents write code - the same rules we apply to our own repositories every day.

## Runbook

Runbook

## [AI-Assisted Incident Response](https://uhl.cloud/en/resources/ai-assisted-incident-response/)

First-response patterns: log triage, runbook augmentation and hypothesis generation - plus the points where a human must decide.

## Let’s discuss your project.

[Talk to UHL](https://uhl.cloud/en/contact/)