Fine-tuning vs RAG explained for developers: when to use retrieval, when to fine-tune, when to combine both, and how to avoid costly AI architecture mistakes.
TeraWulf says Anthropic signed a 20-year lease for a 401 MW Kentucky AI infrastructure campus, turning power, capacity planning and model availability into platform engineering concerns.
Anthropic's 20-year TeraWulf lease in Kentucky shows how frontier AI capacity is becoming a power, cooling and infrastructure planning issue for developers and platform teams.
Google Cloud's remote MCP server for Gemini Enterprise Agent Platform gives teams a managed way to expose agent tools to IDEs and other clients, shifting the work from local connectors to governed cloud access.
Harness says its new Autonomous Worker Agents run as governed pipeline steps, moving enterprise AI agents from coding assistance toward CI/CD, remediation and deployment workflows.
Learn Ansible from scratch with a practical tutorial covering installation, inventory, ad hoc commands, playbooks, variables, handlers, roles, Vault, CI/CD usage, and troubleshooting.
AWS's new Bedrock phishing-defense pattern shows how cloud teams are starting to use foundation models against AI-generated social engineering, as FBI, Microsoft, Google and Huntress reports point to faster, more automated phishing operations.
Anthropic has published a more explicit rulebook for what its frontier coding and cybersecurity models should block, monitor, and allow. For DevOps, platform, and security teams, the important development is a draft jailbreak severity framework that could shape how AI safety controls are documented across the industry.
Learn how Kubeflow Pipelines run ML workflows on Kubernetes, when Kubeflow is worth using, and how to build, compile, and operate your first pipeline with practical examples.
OpenAI's GeneBench-Pro benchmark and Anthropic's Claude Science launch show AI agents moving into scientific workflows where audit trails, evaluation and human review matter more than demos.