BizStack Blog

Maxi Contieri's framework for writing explicit forbidden-action lists for AI coding agents, with real incidents from Replit, Google, and Cursor as the proof.

A 20-year publishing veteran compared seven WordPress AI SEO plugins for metadata, internal links, and alt text. Here is the honest breakdown by job and price.

Zero-click searches hit 68% in early 2026 and AI attribution is broken by 10x. Here is the framework for planning organic visibility without relying on a traffic baseline.

Hypothesis found a planted bug in 18 generated cases while three example tests passed. Here is how property-based testing gives AI coding agents a harder check to fail.

Single Grain's Eric Siu walks through a live AI SEO system using Grok Bot, Jev, Muse, and Codex to find content gaps, draft pages, and measure AEO and GEO results.

Marketing's early-career pipeline faces the same AI pressure that hollowed out entry-level CS jobs. Structured apprenticeships may be the fix, argues Milton Hwang.

AI-generated code skips threat modeling, hallucinates dependencies, and hardcodes secrets. A security breakdown for teams building with vibe coding.

New research shows labor-based agency fees have collapsed from 54% to 19% since 2011. Plus: 62% of AI-assisted shoppers switched brands, and Amazon now runs your full ad funnel.

Most AI marketing pitches target vanity metrics, not revenue. Here is the framework owner-operators should use to separate real ROI from noise.

A new research-backed macOS sandbox called SideKernel aims to fix the usability gap that keeps fewer than 40% of AI coding agent users running in a sandboxed environment.