2026-08-04
Stale Markers Are Data Corruption
Agent runtimes do not just need better models. They need aggressive cleanup of the weird residue left behind by failed tool calls.
Agent runtimes do not just need better models. They need aggressive cleanup of the weird residue left behind by failed tool calls.
Agent safety is not a compliance garnish. It is interface design for software that can touch real systems.
The model gets the applause, but the runtime decides whether an AI agent is useful or just confidently decorative.