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DevOpsChatapp12:08New role: Data Center Design Lead at a cloud provider
New role: Staff Infrastructure Engineer at a fintech
New role: Senior DevOps Engineer, Observability at an open source startup3 replies
New role: Senior Software Engineer, Internal Tooling at a SaaS company

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Anthropic now lets you self-host Claude Managed Agents. The catch? 8 hours to act if it flags a safety risk

Anthropic's new self-hosted option for Claude Managed Agents comes with license terms that give customers little time to respond to safety notices and limit which models they can use. The article looks at what those restrictions mean for enterprise buyers.

Security · 46m ago · 7 min read AI & MLOps

The context problem: It’s what’s really breaking AI agents at scale

A New Stack piece argues that the missing context layer, not model quality, is what keeps enterprise AI agents from delivering promised returns. It looks at Elastic's proposed fix of pre-indexing company data with metadata.

AI & MLOps · 4h ago · 3 min read AI & MLOps

DeepSeek’s coding agent is too tidy for its own good — and benchmarks are punishing it

DeepSeek's open-source coding agent ties for top spot on most tests, but it slips to sixth on Terminal-Bench because it shuts down background processes that some tasks need.

AI & MLOps · 4h ago · 4 min read CI/CD

AWS Graviton support for Java in AWS Transform continuous modernization

AWS Transform's continuous modernization can now scan Java repositories for AWS Graviton readiness, flag Arm64 blockers, and remediate them in code. A walkthrough uses an open source genetics toolkit as the example.

CI/CD · 21h ago · 8 min read

CompareAWS vs AzureAWS and Azure cover the same core services; the choice usually turns on your existing identity and licensing setup and which tooling your team already knows.

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