workflows

DeepSeek AI Technical Analysis: Brute Force vs. Clever Architecture

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Comparison between Brute Force AI scaling and DeepSeek AI's clever architecture and efficiency.

While the Western world is obsessed with how much compute they can throw at a problem, DeepSeek AI is quietly proving that clever engineering beats brute force every single time. As a systems architect, I’ve stopped looking at “marketing benchmarks” and started looking at their paper on Multi-head Latent Attention (MLA). Is DeepSeek just a … Read more

n8n AI Integration: An Architect’s Guide to Avoiding Latency

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As solution architects, we’re practically hardwired to distrust anything labeled “revolutionary.” The AI integration in n8n is no exception. Don’t get me wrong: the potential for agentic workflows is massive, but if you’re not careful, you’ll end up with a stratospheric token bill and latency that makes your workflows feel like they’re running on a … Read more