Agent Security as Its Own Product: One Reading, Held Loosely
OpenAI's news page lists \"Codex Security: now in research preview\" with almost no public detail. The headline cannot settle what the product is, so the...
OpenAI's news page lists \"Codex Security: now in research preview\" with almost no public detail. The headline cannot settle what the product is, so the...
Most enterprise agent pilots reportedly fail before production, and the top blocker is context management, not model capability.
AI's competitive focus is shifting from chat UI to agent control planes. The differentiator is increasingly execution boundaries, state, and operator trust.
Singapore's KYA framework gives regulated finance teams a concrete agent governance artifact to evaluate while Western timelines remain contested.
Coding agents are getting funded like infrastructure. The harder moat is the interface that lets humans steer many agents at once.
Infinite context isn't memory and RAG isn't learning. The next moat in AI agents is parametric compression of deployment experience, not bigger vector DBs.
Grok 4.20 runs a 4-agent internal swarm before responding. You're no longer calling a model, you're calling an opaque committee. Here's what that means for application-layer builders.
Domo's MCP Server doesn't add AI to BI. It exits the dashboard business. The headless CMS pattern is repeating in enterprise data, and the companies that survive are the ones that governed their data first.
OpenClaw shipped three security updates in March and April. My 7-agent fleet went offline. Here is what the breakage actually means, and how to build for it.