Build durable marketing AI systems.
Architecture, content operations, agents, and AI search. Each article links source evidence and verification date.
Build a Marketing AI Operating System on GitHub
How to structure context, skills, agents, evidence, and outputs in a GitHub repository that compounds over time.
Build an Evidence-Backed Content Agent
A research-to-pull-request workflow for producing useful marketing content without hallucinated claims or scaled-content sludge.
Prompts vs Skills vs Agents for Marketing Work
A file-level architecture for deciding when marketing instructions should stay a prompt, become a reusable skill, or join an agent workflow.
SEO vs AEO vs GEO in 2026: What Search and AI Platforms Actually Say
Evidence-backed guide to Google AI search, ChatGPT, Claude, Bing, crawler access, structured data, llms.txt, and citation measurement.
What Is a Marketing AI Agent?
A practical definition of marketing AI agents, copilots, workflows, and automation, with a decision test for real autonomy.