Part 6 of a series on building reliable AI systems
In the previous parts of this series, we explored:
Testing AI systems
Evaluation pipelines
RAG evaluation
Part 6 of a series on building reliable AI systems In the previous parts of this series, we...
Part 6 of a series on building reliable AI systems
In the previous parts of this series, we explored:
Testing AI systems
Evaluation pipelines
RAG evaluation

In traditional software engineering, serious bugs become regression tests. We should apply the same rigorous approach to agent…

Learn how Red Hat's AI safety strategy delivers a comprehensive safety stack, making adversarial testing for large language…

Practical security architecture for AI agents: prompt injection defense, tool-use hardening, and gateway patterns from GitHub's…

Learn how to build and deploy AI agents for production with robust security, controlled execution, and reliable error management.

Originally published on WordPress on September 27, 2025. When AI systems fail in production, the...

I built a red-team test suite that fires adversarial prompts at an LLM-backed API and decides, for...