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.

From Chaos to Confidence: Dealing With "AI Slop" in 2025
AI
From Chaos to Confidence: Dealing With "AI Slop" in 2025
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
Kevin McGrath
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
eBook: From Pilot to Production with Explainable AI
AI
eBook: From Pilot to Production with Explainable AI
Kevin McGrath
Founder & CEO
The Dance of Models and Data: Meeting Your Data Where It Lives
AI
Technology Innovation
The Dance of Models and Data: Meeting Your Data Where It Lives
Kevin McGrath
Research Engineer