Why operational readiness — documented workflows, collaboration, and change management — is the prerequisite for AI readiness, and how to close the gap between AI capability and business impact.

Gemini 1.5 Pro reasons deeply over huge context; 1.5 Flash answers fast and cheap at scale. Here is how they differ and when to use each.

A survey of the AI evaluation tooling ecosystem — the platforms, methods, and workflows for building reliable LLM systems, from R&D through production monitoring.

A design for stateful AI agents that combines short-term conversational context with long-term, vector-based recall — so the agent stops forgetting.

OpenAI’s Codex App Server decouples agent logic from the UI with a bidirectional JSON-RPC protocol. Its primitives, and why it diverges from MCP.