Just added the 12th chapter to my Agentic Engineering Patterns guide, but it's the first one in the sequence: I figured it was time to try and answer the obvious question, "What is agentic engineering?"
AI
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Claude Usage Patterns: Weekends vs Weekdays Workflow
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I use Claude more on weekends than weekdays at this point haha. I also experiment with cowork a lot more during weekends running while I'm doing other things vs. during the week focusing on urgent tasks TBH.
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Agentic Iterative Development Replaces Traditional Spec-Based Approaches
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This feels outdated, I think agentic iterative development is here now. Moving from specs -> validation. Validation driven dev
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RAG Deployment Gap: Model Capability Versus Production Reality
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Benchmarks go up every month but most companies still can't get a basic RAG pipeline to work reliably. There's really a big gap between model capability and actual deployment.
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Constraints Drive AI Engineering Creativity Beyond Hardware
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Love this challenge. Constraints force creativity. The best AI engineering often comes from "how do I make this work with what I have" not "give me more GPUs."
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Skepticism Toward AI and Australia: Cultural Perspectives
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The combination of skepticism of anything containing the word "AI" plus skepticism of anything containing the word "Australia" is pretty tough… 😉
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Therapy Efficacy in Buying Time for Treatment
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Actually, buying some more time is a key goal of all therapies of this type. So it seems fairly clearly stated that it did, in fact, work.
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Canadian AI Scene Thrives with Momentum in Montreal, Toronto, Edmonton
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Proud that the Canadian AI scene keeps shipping! Montreal, Toronto, and Edmonton have been punching way above their weight for years. AI was always international, the funding just wasn't.