The Governance Gap: Agent Prototypes vs Full-Stack Platforms
Vendors sell ‘built-in governance’ with agent-ready clouds, but infra security and agent governance solve different problems. Here’s the audit checklist.
Production Readiness
Free AI Skills Checker Signals a New Agentic Risk Layer
Mondoo’s free AI Skills Check exposes a supply chain risk most founders haven’t mapped: unvetted agent skills. Here’s how to assess your own exposure.
Railway Breach: Rotate Every Secret, Starting With AI Keys
Railway says attackers may have decrypted customer environment variables. What to rotate first, how to rotate while deploys are paused, how to check use.
PHP2Shell: What to Check on Your PHP Servers Today
PHP fixed two critical RCE flaws, CVE-2026-109618 and CVE-2026-109619, on Oct 21, 2026. Find your PHP servers, patch them and check for compromise.
Three Requirements for Agent Assist Tech: A Sourced
A vendor press release names three requirements for production-ready AI agent assist. We trace each claim against the evaluation evidence engineering teams
Is Your MVP a Prototype or a Production Liability?
Score your MVP against real incident patterns to separate cosmetic gaps from the ones that cause outages, data loss, or a failed diligence call.
Load Testing Checklist Before Trusting an AI-Built Backend
AI-generated backends pass demos and unit tests but often fail under concurrent load. Here’s the diagnostic checklist that catches it first.
When Should a Rescue Team Refactor the Database Layer?
Learn the diagnostic signals that separate real schema rot from surface bugs, so you can judge whether your rescue team’s database refactor is justified.
Nextworld’s Prompt-to-Production Bet: What It Signals
Nextworld’s Agentic Development launch names the real bottleneck: turning AI prototypes into governed, production-ready enterprise software.
Why Your Vibe-Coded App Passes Demos but Fails Under Load
Your AI-built MVP looks flawless to investors but was never tested against real concurrent traffic. Here’s how to diagnose the gap before it costs you.