Steven Gonsalvez

Software Engineer

CONTEXT ENGINEERING IS THE NEW MOAT FOR AI AGENTS Everyone talks about prompt engineering. The builders shipping reliable AI agents are focused on context engineering instead. • Prompt engineering h

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Context engineering moat for reliable agents—novel agentic pattern strategy

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Everyone talks about prompt engineering.

The builders shipping reliable AI agents are focused on context engineering instead.

• Prompt engineering h

> Context engineering moat for reliable agents—novel agentic pattern strategy

CONTEXT ENGINEERING IS THE NEW MOAT FOR AI AGENTS Everyone talks about prompt engineering.

The builders shipping reliable AI agents are focused on context engineering instead.

• Prompt engineering helps chatbots. Context engineering keeps agents effective across dozens of decisions.

• An agent's context window is like RAM: More clutter means weaker reasoning and poorer outputs.

• Models don't fail because they're dumb. They fail because critical information gets buried.

• Context rot starts long before the context limit, degrading performance step by step.

The 4 pillars of context engine

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