#content-operations

OpenAI released hundreds of AI-written maths manuscripts, none yet peer reviewed. A seven-step check before you cite any AI-generated research claim.

Google's AI content guidance now calls manual fact-checking of AI text critical, titles and meta included. What changed on October 1 and how to review safely.

Three dispositions for an old archive, the signals behind each, the reconciliation step an agent's plan needs, and Google's rules for merging and removal.

Before an AI agent rewrites hundreds of pages, index every claim, figure and source already in them. The schema, three rules, and what to do when a claim fails.

Nine logged August runs, 94 posts, measured from our own build records: what first-pass verify actually passes, and which defect classes keep coming back.

A field-tested 2026 SEO content brief template that doubles as an AI-drafting spec: intent, entities, heading skeleton, and E-E-A-T mandates to cut revisions.

Five enterprise content platforms compared — multi-agent workflows, brand voice control, knowledge-graph integration, governance, and 2026 pricing tiers.

Use sourced content-operations survey findings and a clearly labelled capacity example to plan staffing, review time, AI assistance, and publishing output.

Complete 2026 content calendar template and strategy guide — editorial planning, cadence, topic clusters, workflow, and measurement framework.

The Editorial Mesh pattern — five agent roles (researcher, writer, editor, SEO, QA) with handoff contracts for 2026 content operations at agency scale.

AI content production pipelines deliver agency-quality output at solo margins. Use Claude, GPT-5.2, and Gemini to build a $2K-$5K/month content operation.