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Context Engineering: How to Make AI Actually Useful

AI Strategy & Implementation Context Engineering: Making AI Actually Useful Workflow Optimization 5 Min Read Coding at 30,000 feet: Independent, private, and powerful. "Everyone is talking about AI agents, but they often feel like a brilliant new hire who doesn't know how things work internally. They have the potential, but lack the context. The fix isn't a better model—it's better context engineering. " Think of context as the ultimate instruction manual. Without it, the AI is guessing; with it, it becomes a specialist integrated into your real-world workflow. 1 The 4 Pillars of Context 📋 Operational Rules The "How-To" of your company. Define approval processes and hard limits. Example: "Never approve expenses >$500 without manager review." 🧠 Domai...