Governed AI Operations vs AIOps: Watching vs Controlling Agents
Governed AI operations vs AIOps: compare observability and runtime agent control across permissions, human approval, and audit in regulated IT.
Governed AI Operations vs Incident Management: Paging Humans
Compare governed ai operations vs incident management. Learn where PagerDuty stops, what runtime agent control adds, and how to safely run agents.
AI Governance for SAP Operations: Runtime Controls Before Production
Deploying AI in SAP? Learn why ai governance for sap operations requires runtime policy, per-action scoping, and human approvals before agents touch production.
Assume the Model is Compromised
Input defenses will never catch every hostile prompt, so this paper argues for the alternative: build systems where a compromised model can't do damage. A practical guide to sandboxing, isolation, and bounding the blast radius of agent runs, with evidence to prove it.
There Is No Firewall for a Sentence
You cannot secure a language model the way you secure software: it reads instructions and untrusted data as one stream, and nothing reliably tells them apart. Here is what building LuumenAI taught us about the one layer where you still have control.
Drop the Backpack: What $900/Day in AI Costs Taught Us About MCP
MCP bleeds tokens: tool definitions load upfront and every call compounds context. How we cut LuumenAI's costs 98% with sub-agents and code execution.