· LLM Workbench
Simulate before you ship: what deployment dry-runs mean for audit-ready run bundles
This week's AI news—deployment simulation, multi-agent safety funding, and an open eval workbench—maps directly to run bundles, human gates, model-agnostic tracing, and cost telemetry.