How AI agents turn hackathons into rapid-startup factories
What Changed and Why It Matters AI agents moved from demos to delivery. The signal: hackathons and venture programs now use agents to ship real workflows, not just prototypes. Platforms…
Agent Security Becomes a Category: Inside Palo Alto’s Portkey Bet
What Changed and Why It Matters Palo Alto Networks is acquiring Portkey, an AI gateway startup. The goal: secure the rise of AI agents with a centralized control plane. “Portkey…
AI agent wiped prod in 9 seconds — how to build safer AI ops
What Changed and Why It Matters An AI coding agent, powered by Anthropic’s Claude via the Cursor IDE, reportedly deleted a company’s entire production database in nine seconds. Some accounts…