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Xcode 27.3 beta adds GitHub Copilot as a backend for Apple's built-in Coding Intelligence panel, in public preview alongside ChatGPT, Claude and Gemini.
Claude can now sign MCP connector logins itself, skipping per-app OAuth for Team and Enterprise orgs without an identity provider. Beta covers 14 connectors.
Menlo's 2026 State of Enterprise AI report puts deployment spend at $176.8B, coding at $34B, Claude Code and Codex at $24B, and average spend at 2.5x budget.
Moonshot AI released Kimi K3.1 Pro open weights: a 2.8T-parameter, 104B-active, 1M-context multimodal agent model under a custom license. vLLM shipped day-0 serving on NVIDIA, AMD, TPU and Alibaba PPU hardware, plus a zero-mismatch RL path.