Insights
The Amionyx Blog
Practical thoughts on AI development, web projects, digital marketing and building products that actually work.
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📝📝 Article
RBAC QA Post
Amionyx Team 12 Aug 2026
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📝📝 Article
RBAC QA Post
Amionyx Team 12 Aug 2026
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🤖 AI & Technology
We Put an LLM in Front of Support Triage. The Hard Part Wasn’t the Model
Classification accuracy hit 94% in a week. Then it took three months to make the system trustworthy — because the model was never the bottleneck.
Priya Raghunathan 11 Aug 2026
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💻 Web Development
Core Web Vitals Are a Symptom. Here’s What We Actually Fix
Chasing an LCP number gets you a faster hero image and a site that still feels slow. The fix is almost always further upstream than the metric.
Priya Raghunathan 11 Aug 2026
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🎨 Design
The Handoff Is the Product: What Breaks Between Figma and Production
Pixel-perfect mockups that ship as something else aren’t a communication problem. They’re usually a missing contract between design and code.
Daniel Osei 11 Aug 2026
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📣 Digital Marketing
Six Months of Programmatic SEO, and What We’d Do Differently
4,200 pages generated. 3,100 never indexed. The 1,100 that did drove real revenue — and the difference between the two groups was not what we expected.
Meera Balasubramanian 11 Aug 2026
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📂 Case Study
From 11 Screens to 4: Rebuilding a Fintech Onboarding Flow
Completion went from 31% to 68% in eleven weeks. Most of the gain came from three changes, and only one of them was visual.
Daniel Osei 11 Aug 2026
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