The Meibel Blog

Practical updates, technical deep dives, and field-tested insights for AI builders. Our focus is on what actually works in production: from orchestration patterns to evaluation, safety, and automation at scale.

Meibel Raises $7M to Bring Confidence to AI Systems at Runtime
AI
Technology Innovation
Meibel Raises $7M to Bring Confidence to AI Systems at Runtime
Kevin McGrath
Founder & CEO
The Right Context at the Right Time: Designing with RAG and MCP
AI
Technology Innovation
The Right Context at the Right Time: Designing with RAG and MCP
Kevin McGrath
Founder & CEO
Making AI Work When Certainty Isn't Guaranteed
AI
Technology Innovation
Making AI Work When Certainty Isn't Guaranteed
Kevin McGrath
Founder & CEO
DeepSeek R1: How Hardware Constraints Led to an AI Innovation Revolution
AI
Technology Innovation
DeepSeek R1: How Hardware Constraints Led to an AI Innovation Revolution
Kevin McGrath
Founder & CEO
Generative AI in Government: How to Build Trust Through Transparency
AI
Technology Innovation
Public Sector AI
Generative AI in Government: How to Build Trust Through Transparency
Alex Powell
Engineer
The AI Infrastructure Race: Beyond the Hype of Stargate
AI
Technology Innovation
The AI Infrastructure Race: Beyond the Hype of Stargate
Kevin McGrath
Founder & CEO