The Stepstone Group now runs roughly 700 staff-built automations that handle 3 million job-related data points a month. Here is what controlled vibe coding looks like at scale.
BizStack Blog
App Store submissions nearly doubled in the first half of 2026 thanks to vibecoding tools, but 17.6 billion downloads grew just 2%. The discoverability problem is now structural.
Pillar researchers spent two months finding sandbox escape paths in four AI coding agents. Three platforms patched. One downgraded the severity.
CrowdStrike documented a multi-stage npm worm that plants a rogue MCP server inside Claude Desktop, Cursor, and VS Code to steal credentials. Here is what it does.
Hamza Boulahia's plain language git guide targets developers who review AI-generated code more than they write it. Published on Towards AI.
Loop engineering emerged in June 2026 as the practice of building automated systems that run AI coding agents hands-off. PostHog used it to find a 3-year-old bug and deliver an 11% performance gain.
Meta's AI ad tools replaced a brand's male model with an elderly woman and generated a twisted leg on another. Here's what to audit right now.
Semrush's 126 million-prompt AI Visibility Index finds an 81% vs 36% traffic gap between integrated and siloed SEO-AI strategies, as AI-referred travel traffic climbs 2,215%.
One consultant tracked 11 hours a week on email, built a 19-pattern AI voice bank, and got that down to 2.5 hours. Here is the exact system and where it breaks.
Before deploying AI agents, IT leaders need to understand how work actually moves: exceptions, handoffs, stale data, and hidden decisions that never appear in a diagram.
