Cloudflare AI Search is generally available, with billing beginning November 1. An example shows how ingestion, storage and hybrid-query charges combine.
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Vercel AI Gateway now offers Microsoft MAI voice generation and streaming transcription. Builders should test latency, audio format, language quality and retention terms.
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GitHub Copilot dynamic workflows combine deterministic steps, agents and checkpoints. Their pre-granted permissions and usage credits need explicit limits.
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AWS Well-Architected Agent can scan cloud resources and generate remediation guidance. Its preview output still requires human review and controlled execution.
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Cloudflare released Clef and Clef-flash as Apache-2.0 decision models. Their typed outputs are useful, while vendor benchmark claims still need reproduction.
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Tools directory
Editorial shortlist from the tools directory, with tools worth opening twice.
From the newsroom
GitHub Copilot computer use can click, type and navigate in desktop apps. Its per-app approvals and operating-system permissions deserve a careful review.
Open storyThree evergreen guides plus the tools directory: the fastest way into Musthave.AI.
