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📰 Dev.to · Stuart Watkins

8 articles · Updated every 3 hours · View all reads

All Articles 110,584Blog Posts 120,942Tech Tutorials 28,193Research Papers 22,443News 16,572 ⚡ AI Lessons
Your sanctions screening just broke: managing 50+ data sources without burying your team
Dev.to · Stuart Watkins ⚡ AI Lesson 1mo ago
Your sanctions screening just broke: managing 50+ data sources without burying your team
TL;DR: UK compliance teams now face 50+ fragmented sanctions lists requiring real-time monitoring....
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We built an alert triage system. Then we watched analysts ignore it.
Dev.to · Stuart Watkins 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1mo ago
We built an alert triage system. Then we watched analysts ignore it.
TL;DR: 95% of AML alerts are noise. We spent years assuming better detection models would fix that....
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KYB compliance requirements: what the regulations actually demand
Dev.to · Stuart Watkins 1mo ago
KYB compliance requirements: what the regulations actually demand
TL;DR: Global organisations faced £1.23 billion in KYC/AML penalties in H1 2025. TD Bank's £3 billion...
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Building AMLA-Ready Systems: A Developer's Technical Roadmap
Dev.to · Stuart Watkins 🔐 Cybersecurity ⚡ AI Lesson 1mo ago
Building AMLA-Ready Systems: A Developer's Technical Roadmap
Your compliance team just dropped a bombshell in the Monday standup: "We need to be AMLA-ready by...
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We replaced 73 hours of weekly alert triage with 10 AI agents. Here is what the architecture looks like.
Dev.to · Stuart Watkins 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We replaced 73 hours of weekly alert triage with 10 AI agents. Here is what the architecture looks like.
TL;DR: Most compliance teams spend 73 hours a week on alert triage. Around 95% of those alerts are...
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Why Your API Gateway Might Be Your Biggest Compliance Liability
Dev.to · Stuart Watkins ⚡ AI Lesson 1mo ago
Why Your API Gateway Might Be Your Biggest Compliance Liability
Why Your API Gateway Might Be Your Biggest Compliance Liability Your microservices...
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AML false positives cost compliance teams $10M annually. Here's how to cut them by 80%.
Dev.to · Stuart Watkins 2mo ago
AML false positives cost compliance teams $10M annually. Here's how to cut them by 80%.
A technical walkthrough for developers building AML compliance pipelines: how to replace static rule-based alerting with behavioural baselines and dynamic thres
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API red flags your procurement team missed (and why you're stuck with terrible vendor integrations)
Dev.to · Stuart Watkins ⚡ AI Lesson 2mo ago
API red flags your procurement team missed (and why you're stuck with terrible vendor integrations)
From a developer's perspective, revealing the technical evaluation gaps that procurement teams consistently miss when selecting KYB/AML vendors, leading to inte
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