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Tangible Certification: Turning a Kubernetes Badge into a Gold Necklace Google Data Cloud GA updates: agent‑centric tooling, hybrid Spanner, and expanded Lakehouse catalog Cloudflare folds Deno runtime into Workers: practical impact on serverless deployments Managing Copilot Code Review Costs and License Scope with New Org‑Level Controls Edge-native multimodal decisions: Clef-omni adds audio/video to Workers AI, Clef-flash gets cheaper, and Clef inference speeds up Detecting Silent Agent Failures: Verifying Outcomes Instead of Run Status Local Sandboxing and Multi‑Account Support Arrive in GitHub Copilot CLI, App, and VS Code Kubernetes shifts to cgroup v2: practical steps for engineers Tangible Certification: Turning a Kubernetes Badge into a Gold Necklace Google Data Cloud GA updates: agent‑centric tooling, hybrid Spanner, and expanded Lakehouse catalog Cloudflare folds Deno runtime into Workers: practical impact on serverless deployments Managing Copilot Code Review Costs and License Scope with New Org‑Level Controls Edge-native multimodal decisions: Clef-omni adds audio/video to Workers AI, Clef-flash gets cheaper, and Clef inference speeds up Detecting Silent Agent Failures: Verifying Outcomes Instead of Run Status Local Sandboxing and Multi‑Account Support Arrive in GitHub Copilot CLI, App, and VS Code Kubernetes shifts to cgroup v2: practical steps for engineers

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