News Summary

• Deploy agentic AI across SRE, finance, legal, migration, and security with deterministic safety constraints.
• Wrapping an LLM in a ReAct loop with a few Python tool definitions works fine in a demo sandbox, but deploying it against enterprise infrastructure turns minor hallucinations into cascading outages, ghost database writes, and silent data corruption.
• The applications below focus on the latter, emphasizing the engineering scaffolding required to keep non-deterministic reasoning bound by deterministic system constraints.