Ship Fast, Stay Safe: Practical Guardrails for AI-Generated Code in 2026 Practical patterns for securing AI-generated code in 2026: SAST quality gates, runtime guardrails, prompt injection defenses, and review workflows that scale.
Your Agent Is Hallucinating and Your Dashboard Says Everything Is Fine Build behavioral observability for LLM agents: structured tracing, LLM-judge evaluation, and closed-loop feedback to catch hallucination and silent failures.