SourceMay 29, 20262026-05-295 minVerified
Governing Technical Debt in Agentic AI Systems
Why agentic AI failures create governance and operational control risks beyond model accuracy alone.
Why agentic AI failures create governance and operational control risks beyond model accuracy alone.
A practical look at memory admission control for LLM agents, reducing long-term memory pollution while improving auditability and metrics.
Even with the same model alias, outputs can shift due to snapshot routing, safety behaviors, and sampling settings. Use logs and regression tests to isolate causes.