Browsing: Enterprise

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 naive approach to agentic automation assumes perfect deterministic tool execution, treats every API call as inherently…

AI has ushered in a lot of never-happened-before moments, but one of the most transformative is its impact on enterprise IT. Companies that have historically been cautious and committed long-term to what they buy are on pace to spend $4.25 trillion on technology in 2026, market researcher IDC predicts. It’s almost all driven by AI.