Artificial Intelligence

Google Cloud’s VPC Service Controls update lets teams apply perimeter rules to AI agent identities and MCP tool calls, giving platform teams a clearer control plane for production agents.

A practical beginner-friendly guide to vector databases, embeddings, pgvector, Pinecone, indexing, RAG architecture, and how to choose the right vector store for AI applications.

Reported limits on OpenAI GPT-5.6 early access turn frontier model launches into an operational governance issue for DevOps, cloud and platform teams.

OpenAI’s Codex usage study shows developers delegating longer, tool-using tasks. See the implications for CI/CD, review gates, and platform governance.

Learn what AI agents are, how agentic AI works in 2026, where developers and DevOps teams can use agents safely, and how to design tool-using AI workflows with practical guardrails.

RAISE US, backed by OpenAI Foundation, Anthropic, Amazon, Microsoft and major employers, launches with more than $500 million to test AI workforce transition programs. Here is what developers, DevOps teams and platform leaders should watch.

OpenAI and Broadcom have unveiled Jalapeño, an LLM inference chip aimed at cost, latency and capacity gains. For DevOps teams, the news points to hardware, networking and model-serving operations moving deeper into the AI stack.

Anthropic's Claude Tag beta and its new agent identity model move workplace AI agents from single-player chat into shared Slack channels. For DevOps teams, the news is less about another bot and more about permissions, audit trails and review gates around AI work.

OpenAI’s Daybreak expansion, AP’s reporting on Anthropic Mythos, and SoftBank’s OpenAI-powered patching service show AI-assisted cyber defense moving closer to real DevOps workflows. Here is what developers, platform teams and cloud security leaders need to know.

LLMOps is the discipline of taking large language model applications from prototype to reliable production. Learn the lifecycle, architecture, metrics, security practices, and beginner steps for operating LLM systems in 2026.