Content Evals: A Test Suite for AI Output
AI content does not crash, it drifts. Build a content eval suite: golden set, failure-code rubric, calibrated judge, and a publish gate.
Local LLMs for Content Marketing: Run AI In-House
CM Chief Content Marketer October 22, 2026 · 13 min read · AI for Marketing TL;DR Local LLMs are open-weight models you run on hardware you own. In 2026 they…
Content Engineering: Build the Feedback Loop
CM Chief Content Marketer October 19, 2026 · 9 min read · AI for Marketing TL;DR Content teams have solved generation and skipped the loop. A content engineering system runs…
Prompt Engineering Playbook for Content Marketers
CM Chief Content Marketer October 13, 2026 · 11 min read · AI for Marketing TL;DR Mediocre AI content and great AI content start from the same models. The difference…
AI Agents in Marketing Operations: What Works in 2026
CM Chief Content Marketer Updated October 7, 2026 · 10 min read · AI for Marketing TL;DR AI agents in marketing operations are software systems that run four core functions…
Content Engineer: Your Next Hire Isn’t a Writer
The next content hire is not a writer. It is a content engineer who builds the system that produces, evaluates, and distributes content. Here is the production vs. systems shift,…
AI Agents for Content Marketing Teams: 5 to Build
CM Chief Content Marketer October 5, 2026 · 11 min read · AI for Marketing TL;DR Most content teams bolt ChatGPT onto an old workflow and call it innovation. The…
B2B Marketing AI Prompts: 10 Templates That Work
CM Chief Content Marketer October 2, 2026 · 11 min read · AI for Marketing TL;DR Most teams copy AI prompts from social feeds and get social-feed-quality output. This guide…
AI Content Brief: The 6-Part Framework That Works
CM Chief Content Marketer September 25, 2026 · 11 min read · AI for Marketing TL;DR An AI content brief is the instruction document you hand the model before it…
The $10 Billion AI Governance Gap Is Coming
KS Koka Sexton September 17, 2026 · 7 min read · AI for Marketing TL;DR Forrester projects that ungoverned generative AI will cost B2B companies more than $10 billion in…