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Marc Hampson

Diary of an AI Orchestrator

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2025 5

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AI Concepts AI Engineering

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AI Agents AI Engineering Computer Vision Context Windows CrewAI Engineering GPT Inception Introduction
AI Engineering

The Persistent Context Hypothesis

How we transformed chaotic multi-conversation development into a systematic, persistent workflow using specialised AI agents.

Friday, 15 August 2025 8 minutes read
AI Engineering

The Multi-Agent Conundrum

Monday, 21 April 2025 8 minutes read

The Inception Problem: When Your GPT Chat Gets Lost in Its Own Dreams

Understanding why GPT models struggle with long, varied conversations using Christopher Nolan's Inception as a perfect metaphor.

Friday, 11 April 2025 2 minutes read
AI Concepts

AI Fundamentals: Core Concepts Every Developer Needs to Know

Tuesday, 8 April 2025 7 minutes read
AI Concepts

Introduction to AI Engineering: The Evolution of Software Development

Monday, 7 April 2025 2 minutes read
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