About
Performics Labs
AI News Hub is where we translate frontier AI into practical marketing playbooks. The goal is simple: make fast-moving technical change understandable and usable for marketing practitioners, strategists, and ad-tech engineers.
What we do
We follow the parts of AI that directly affect digital marketing infrastructure: models, browsers, protocols, tooling, agent systems, and the measurement problems that appear when those layers start to change.
The editorial stance is practical. We are less interested in generic AI commentary and more interested in what changes the work: what gets easier, what breaks, what becomes measurable, and what teams need to build next.
Who it is for
Marketing practitioners who need to understand where AI is changing channels, workflows, and measurement.
Ad-tech and data engineers who need concrete implementation context rather than broad trend summaries.
Teams trying to connect research, operating practice, and working systems.
Focus areas
The site stays narrow on purpose. These are the areas where we think the architecture shift is most material.
01
Search and AI discovery surfaces
02
Programmatic and ad-tech infrastructure
03
Agentic commerce and machine-readable retail
04
Marketing workflows built with tools, skills, and agents
How the site is structured
The site has three working layers. Use them in sequence when you need to move from awareness to implementation.
AI News
Fast reads on frontier model releases, product launches, protocol updates, and shifts that affect marketing systems.
Browse news →Analysis
Longer pieces that connect technical change to architecture, operating models, and practical implementation choices.
Browse analysis →All-Hands
Build-oriented session pages that turn one research thread into a concrete sprint brief, reference pack, or working artifact.
Browse sessions →How we work
We prefer primary sources where possible, then pressure-test claims against implementation detail, ecosystem movement, and what a marketing or engineering team can actually do with the change.
The site also acts as a working notebook for build efforts that continue outside the article itself: shared repos, session pages, experiments, and prototype infrastructure.