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GEO & AI Strategy

Featured image for article Vibe Coding Won't Save Your Infrastructure by Jacky So. Featuring melty smiley face ghost coming out of a circuit smiley face as Jacky's version of the internet meme "This is Fine."

Vibe Coding Won’t Save Your Infrastructure: Lessons from the Latest NPM Attack

The latest npm supply chain attack is a wake-up call for business leaders. Here’s why replacing subject matter expertise with “vibe coding” creates silent risks—and how leaders can actually support dev teams during security crises.

Vibe Coding Won’t Save Your Infrastructure: Lessons from the Latest NPM Attack Read More »

GEO & AI Strategy, Infrastructure, On My Mind, Tech Leadership, , , , , , ,
Technical framework diagram for Project BRIDGE by Data With Style. The image is divided into five columns: Overview of institutional invisibility, Implementation of Semantic HTML solutions to solve technical debt, Results showing search transformation before and after GEO, an Asset Map detailing the APINH Application Core, and an LLM Logic Trace showing how Generative AI retrieves community data.

Engineering Restorative Digital Justice

Jacky So officially changed the course of the internet. By pioneering Restorative Digital Justice and Search-to-LLM infrastructure, she has architected a future where equity is built into the AI equation. Discover the impact of her Shorty Award-nominated work with Project BRIDGE and how she’s helping mission-oriented companies navigate the emerging world of Generative Engine Optimization (GEO).

Engineering Restorative Digital Justice Read More »

Data, Equity in Tech, GEO & AI Strategy, On My Mind, , , , , , , , , , , ,
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