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Teaching AI Security: Hands-On LLM Hardening with Docker Desktop and Security Gateways

In August 2026 I delivered a webinar for the NCyTE Center on a question I kept hearing from community college faculty: how do you teach AI security when you don't have a budget, your IT department…

  • NCyTE Center delivers webinar on teaching AI security with limited budgets and IT restrictions
  • Piper, an intentionally vulnerable AI chatbot, used for safe attacks and defenses in lab
  • Docker Compose stack with Ollama, Flask security gateway, and OPA teaches LLM hardening

Countering Developer Burnout with Agentic Test Execution

The QA Fatigue Epidemic: Recent surveys reveal developers feel reduced to "human meat proxies," burning out from manually debugging "almost right" AI code.

  • Developer burnout stems from reduced agency in AI coding workflow.
  • Junior engineers suffer most from overreliance on AI snippets.
  • Agentic test execution tools automate verification to combat burnout.

More from Thursday 8 October →