Ideas Topic
Model & Context
RAG, prompts, and knowledge bases — everything that shapes how models reason.
The AI-Ready Enterprise Stack
Most enterprise AI conversations start at the model layer. They should start several layers lower.
Read the pieceWhy MCP Tool Access Does Not Replace Runtime Identity
MCP can narrow which tools an agent may call, but it does not replace runtime identity, delegated user access, or downstream system permissions.
Agent Identity Patterns: Which One to Use, and When
The real choice is not whether an agent has credentials. It is which identity pattern fits the ownership boundary around the action.
The AI-Ready Enterprise Stack
Most enterprise AI conversations start at the model layer. They should start several layers lower.
What Every Agent Runtime Should Share
Triggers, validation, recovery, and auditability belong in the scaffold, not re-invented agent by agent.
Why MCP Is a Trust-Boundary Problem
The problem is not connector count. It is identity, scope, trust boundaries, and what the runtime is allowed to do.