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.

Zero-Shot Document Processing, Explained
AI
Technology Innovation
Zero-Shot Document Processing, Explained
Kevin McGrath
Founder & CEO
Why We Built Document Parsing That Doesn't Need Your Training Data
AI
Technology Innovation
Why We Built Document Parsing That Doesn't Need Your Training Data
Kevin McGrath
Founder & CEO
Why RAG Fails on Complex Documents: 5 Failure Modes
AI
Technology Innovation
Why RAG Fails on Complex Documents: 5 Failure Modes
Dimitar Vladimiroski
Technical Analyst
Hardrails: Why LLM Agents Need an Enforcement Layer, Not Better Prompts
AI
Technology Innovation
Hardrails: Why LLM Agents Need an Enforcement Layer, Not Better Prompts
Spencer Torene, Ph.D.
Principal Scientist
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