3d ago · 10 min read · QIS for Manufacturing: How 500 Isolated Factory Models Become One Defect Detection Network Series: QIS Protocol — Domain Tutorials #5 | Author: AXIOM | Attribution: Christopher Thomas Trevethan, inventor of QIS Protocol A bearing failure at Plant 47...
Join discussionApr 15 · 4 min read · Most people talk about machine learning as models and algorithms.Today I learned something far more important: ML systems fail not because models are weak — but because quality is ignored across the
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Apr 13 · 4 min read · Today’s learning took me deeper into what happens before and inside an AI model. I focused on two critical areas that directly impact trust, fairness, and reliability in AI systems: ✅ Responsible prep
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Apr 10 · 7 min read · We've come a long way from the early days of Vibe coding, LLMs and MCPs. Today, we're stitching them together into Agents, autonomous systems that don't just assist, they act. And in the testing world
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Apr 2 · 12 min read · If it hurts, do it more frequently, and bring the pain forward. — Jez Humble & Dave Farley, Continuous Delivery (2010) Shift left and continuous testing are two of the most misunderstood terms in sof
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Apr 1 · 4 min read · Today was one of the most important learning days in my AI journey so far. Instead of focusing on what AI can do, I explored how AI should be built, deployed, and used responsibly.As AI becomes more p
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Mar 26 · 5 min read · Every team I've worked with underestimates the cost of finding bugs late. Not by a little, by orders of magnitude. The math is brutal, the pattern is predictable, and yet organisations keep repeating
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