AI & Agents
Articles about AI & Agents, with practical notes on AI-written enterprise software, governed data, application development, and agent workflows.
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PublishedWhen an AI Agent Deletes Production Data: Runtime Guardrails Beat Prompts
The Replit database incident shows a structural lesson: an agent's blast radius must be controlled by runtime permissions, approvals, and audit logs, not only by a prompt.
AI & Agents IT Leaders ReplitAI AgentsRuntime GuardrailsGovernanceAudit -
PublishedHow to Write Agent Rules That Generate Governable Apps
Most agent rule files police style, not governance. Use AGENTS.md, .cursor/rules, and an open declarative target so AI-generated apps are reviewable from day one.
AI & Agents Developers Agent RulesAI-written codeMCPOpen ProtocolGovernancePerspective -
PublishedMCP Security for Enterprise Agents: Why Protocols Need Governed Tools
MCP can connect agents to tools quickly, but enterprise systems need identity, permissions, approvals, and audit behind every tool call.
AI & Agents IT Leaders MCPA2AAgent InteroperabilityTool LayerAI GovernancePerspective -
PublishedWhy AI Agent Pilots Fail Before Production: The Four Missing Layers
A project drew applause on demo day, then was killed four months later by one question from legal. The problem was not the model; it was missing semantics, permissions, approvals, and audit.
AI & Agents Business Leaders AI AgentAdoptionROIGovernanceRuntimePerspective -
PublishedAgentforce vs. an Open Self-Hosted Runtime: When to Choose Each
A company nearly signed with Agentforce until it found that half its data lived outside the suite. Here is when to choose a closed suite, when to choose open self-hosting, and when to use both.
AI & Agents IT Leaders AgentforceCopilot StudioServiceNowOpen PlatformSelf-hostedPerspective