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ai contextengineering llm prompting engineering
Prompt Engineering Is Dead — Context Engineering Is What Matters Now
For two years, the AI industry has treated prompt engineering as a skill, a discipline, even a job title. LinkedIn profiles declare “Senior …
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How to Measure AI ROI Without Lying to Your Board
Somewhere in your organization right now, someone is preparing a slide that claims your AI initiative has delivered ten million dollars in value. The …
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HiVE in Practice: How We Shipped a Production System in 11 Days
Eleven days. That is the time from kickoff to production deployment for a document processing system that handles 50,000 documents per month, …
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Chaos Engineering for AI Systems: Why We Built Firedrill
Chaos engineering has a simple thesis: inject controlled failures into a system to discover weaknesses before they become incidents. Netflix …
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AI for eCommerce: Beyond Product Recommendations
Every eCommerce platform has product recommendations. They have had them since Amazon proved collaborative filtering worked in the early 2000s. If …
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Multi-Model Routing in Production: Lessons From Building PlanOpticon
No single AI model is best at everything. This is not a temporary limitation that the next model release will fix. It is a structural reality of how …
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The Three Layers of an AI-Native Organization
When organizations talk about “adopting AI,” they almost always mean one thing: adding a model to a workflow. Maybe it is a chatbot. Maybe …
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The Context Engineer: The Most Important Role Nobody Is Hiring For
Open any job board right now. Search for “AI Engineer.” You will find thousands of listings. Search for “ML Engineer.” …
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Computer Vision for the Rest of Us: Practical Applications Beyond Self-Driving Cars
When people hear “computer vision,” they think of self-driving cars, facial recognition, and autonomous robots. These are the headline …
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Agentic Development Is Not Autonomous Development
The most common misconception about agentic development is that it means letting AI agents build software unsupervised. This is wrong, and the …
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What Your AI Strategy Is Missing: Delivery Discipline
Every executive team has an AI strategy now. Or at least, they have a slide deck with “AI Strategy” in the title. It features a quadrant …
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GPU Infrastructure for Teams That Are Not OpenAI
The GPU infrastructure conversation in AI is dominated by the hyperscalers. Training frontier models. Building 100,000 GPU clusters. Spending billions …
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