Google has unveiled Gemini 4 Argon for long-running coding and cyber defense, but broad API access remains pending. Here is what DevOps and platform teams should prepare now.

Amazon Bedrock Managed Agents puts OpenAI's Codex harness on AWS with isolated runtimes, IAM permissions, VPC access and CloudWatch traces. Here is what platform teams should verify during the preview.

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