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Cloudflare Quick Tunnels Can Now Restrict Previews by Email

Share a local preview with invited email addresses using Cloudflare Quick Tunnels. Check the allowed and denied paths and understand browser-only limits.

GitHub Copilot Adds Code Review APIs and a Balanced Default

GitHub now supports REST and GraphQL code-review requests. Check the Balanced default and use a practical acceptance test before automating reviews.

Google’s AI Content Guidance: A Practical SEO Checklist for Publishers

Google updated its guidance for AI-assisted web content. This guide turns the policy into a fact-checking, metadata, disclosure, and publication checklist.

Cloudflare AI Search Delays Billing to December and Changes Default Sync

Cloudflare moved AI Search billing to December 1, 2026 and changed the default sync interval to 24 hours. Existing CJK retrieval and budgeting checks still matter.

Vercel AI Gateway Adds Microsoft MAI Voice and Streaming Transcription

Vercel AI Gateway now offers Microsoft MAI voice generation and streaming transcription. Builders should test latency, audio format, language quality and retention terms.

GitHub Copilot Dynamic Workflows Put Multi-Agent Plans in Code

GitHub Copilot dynamic workflows combine deterministic steps, agents and checkpoints. Their pre-granted permissions and usage credits need explicit limits.

AWS Well-Architected Agent Reviews Your Cloud, but Its Fixes Need Approval

AWS Well-Architected Agent can scan cloud resources and generate remediation guidance. Its preview output still requires human review and controlled execution.

Cloudflare Clef on Ollama: Check Local and Cloud Requirements Separately

Clef now has Ollama local and cloud access paths. Check runtime versions, model tags, context limits and probability calibration before choosing a deployment.

GitHub Copilot Can Control Desktop Apps. Audit These Permissions First

GitHub Copilot computer use can click, type and navigate in desktop apps. Its per-app approvals and operating-system permissions deserve a careful review.

Cloudflare Web Search API Adds Exa, Linkup and Ceramic Behind One Endpoint

Cloudflare Web Search API exposes Exa, Linkup and Ceramic through one interface. Provider choice, logs and billing still need deliberate controls.

Google’s Flu Forecast Ranked First. Here Is How CDC Scored It

Google says its ERA model ranked first in the CDC FluSight evaluation. The ranking measures probabilistic hospitalization forecasts, not individual diagnosis.

Microsoft Quine Tested Biology Predictions in the Lab. Here Is What That Proves

Microsoft Quine connects models, tools, literature and wet-lab feedback. An early pancreatic-cancer experiment shows a research workflow, not a clinical result.