Multi-Agent Orchestration in Laravel: Coordinating Specialists Instead of One Giant Prompt
The first version of most AI features is not a system. It is one giant prompt doing too many jobs. It is supposed to understand the user, check acco…
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Why Better Prompts Won't Save Your Broken AI Agent
The tenth prompt tweak usually feels like progress. The eleventh reveals the problem: the fix that stopped the agent from inventing refund policies…
From Prompt Engineering to Context Engineering: The Skill AI Developers Actually Need
The most dangerous failure in an LLM application is not a bad prompt. It is a perfect prompt wrapped around the wrong context. You can spend hours t…