Inside an AI-native development pipeline using specs, Planner and Builder agents, independent verification, GitHub Actions, automated quality gates, and human-controlled production releases.
A technical analysis of a live Google Ads malvertising campaign abusing Claude AI, Base64-obfuscated shell commands and trusted domains to deliver the MacSync infostealer.
What employees see as a simple Slack assistant is actually a managed Linux VM with connectors, memory, network controls, and enterprise security trade-offs.
How a discovery agent walks user journeys across web and mobile, finds bugs, proves them with generated tests, and hands confirmed defects to a development agent. No one prompts any of it.