Insights

Thoughts & Analysis

Technical deep-dives on AI enablement, agent architecture, and the intersection of instructional design and artificial intelligence.

Showing 5 of 5 items

AI Enablement

From L&D to AI: How Instructional Design Skills Transfer to Prompt Engineering

Years of designing learning experiences taught me exactly how to design prompts that work. Here's the unexpected overlap between instructional design and AI.

8 min Mar 15, 2026

Agent Architecture

Building 200+ AI Agents: Lessons in Multi-Agent Orchestration

What I learned deploying over 200 autonomous AI agents across 147 instances. Architecture decisions, failure patterns, and the governance frameworks that keep it all running.

12 min Mar 10, 2026

AI Enablement

The Reality-Check Protocol: Eliminating Hallucinations in AI Agent Fleets

How I built an autonomous governance system that enforces truth-only protocols across 147 AI agents — achieving 96% compliance in under 3 minutes.

10 min Mar 5, 2026

AI Enablement

HITL AI: Why Human-in-the-Loop is Non-Negotiable for Enterprise

Fully autonomous AI sounds great until it costs you a client. Here's why every production AI system needs human checkpoints — and how to design them without killing velocity.

7 min Feb 28, 2026

Agent Architecture

LangGraph vs. CrewAI: Choosing Your Agent Framework

A practical comparison from someone who's built production systems with both. When to use LangGraph's state machines vs. CrewAI's role-based agents.

9 min Feb 20, 2026

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