How to Evaluate AI Content Tools: Reproducible Rubric & Tests
A practical, reproducible rubric and small test suite to evaluate AI content tools. Includes prompts, scoring, automation recipes, decision matrix, and limits.
testing
Practical Guide to Preventing and Testing Prompt Injection on Public Pages
Run a practical prompt injection testing program for public web pages: hands-on checks, detection heuristics, sanitization rules, CI tests, monitoring, and incident playbook.
Reproducible Prompt Workflows: Versioning, Testing, Templates
A practical guide to versioning prompts, writing tests, organizing templates, and adding simple CI checks so your prompt workflows stay reliable and repeatable.
Prompt Library Framework: Organize, Test, and Version Prompts
Step-by-step framework for building a prompt library: taxonomy, naming, metadata, automated tests, versioning, rollback, review flows, and tool checklist.
How to Build a Secure Sandbox for LLM Automations — Practical Guide
Step-by-step guide to set up an isolated LLM automation sandbox: threat model, local vs cloud infrastructure, data rules, safe test cases, metrics and rollback plan.
How to Test and Prevent LLM File-Access and Deletion Risks
A hands-on playbook for teams to simulate risky LLM behavior, lock down file permissions, run safe tests, monitor activity, and prepare incident playbooks.
Design and Test Safe Managed AI Agents for Small Teams
A practical how-to for small teams to design, test, and deploy managed AI agents safely—covering scoping, least privilege, test plans, monitoring, and incident response.