GitHub AI Scan APIs: Endpoints, Permissions and a Safe Pull-Request Pilot
Use GitHub AI Scan APIs safely: exact endpoints, token permissions, eligibility failures, response handling and a reversible pull-request pilot.
Tag
content governance
GitHub Copilot September 2026: Model Deprecations, Gemini 3.8 and Signup Changes
GitHub Copilot September 2026 model changes, the six October 19 retirements, suggested alternatives, Gemini 3.8 rollout and the admin policies to check before updating workflows.
AI in Marketing
Claude Text Watermarking in 2026: What SEO and Content Teams Need to Know
Anthropic's 14 August description, updated on 1 September 2026, gives content teams a narrower question than the headlines suggest: what can this signal tell a reviewer, and where does it stop? This guide separates watermarking, detection, authorship and disclosure.
LinkedIn AI Slop Controls in 2026: What Authentic Content Means for Cross-Platform Marketers
LinkedIn is reducing generic content and inauthentic engagement while expanding AI-powered Feed ranking. Here is what marketers can verify, what remains unknown, and how to build a cross-platform workflow that keeps human judgment, evidence, and disclosure intact.