Tag: AI model harness

• 10 Facts You Wish You Knew Before Building Agentic AI Solution

  

  Most agentic AI projects fail on facts that were knowable before anyone wrote code. Here are the ten I most wish every architect and CIO knew going in. None of them are about how smart the model is. Every one is a property of the model you rent; every fix is a property of the…

  Dr. Harish Kotadia, Ph.D.

  August 29, 2026

  Agentic AI Governance

  agentic ai, agentic AI cost, AI evals, AI model harness, context engineering, enterprise ai architecture, foundation models, LLM reliability, model drift, prompt injection

• Agentic AI Model Harness: The Layer That Decides Agent Outcomes

  

  What Is an AI Model Harness? An AI model harness is everything wrapped around a raw language model that turns it into a working system — the system prompts, tool interfaces, context and memory management, the agent loop, orchestration, guardrails, permissions, sandboxing, and observability. The model weights are not the harness. And in 2026, the…

  Dr. Harish Kotadia, Ph.D.

  August 24, 2026

  Agentic AI Governance

  agent platform, agent scaffolding, agentic ai, AI Agents, AI Governance, AI model harness, AI observability, case study, Enterprise AI, MCP