Developer Drivel
When we learn something new, find a faster way, discover a better technology or simply want to explain something that we do regularly you’ll find it here.
Sam Loyd
Real-Time Data Sync for Generative AI Systems
Design low-latency, scalable pipelines for generative AI using CDC, event streaming, vector stores and UK-compliant data governance.
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Ultimate Guide to Ethical AI Risk Assessment
Framework to identify, prioritise and mitigate ethical harms from AI - bias, opacity, governance and regulatory compliance.
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Solving Cascading Errors in Multi-Agent Systems
Cascading agent errors silently corrupt pipelines; verification, circuit breakers, checkpoints and human gates stop system-wide failures.
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Continuous AI Improvement with Feedback Loops
Collect explicit, implicit and system signals, add human oversight, and build compliant data pipelines to keep AI models improving.
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How to Build AI Governance Capacity in SMEs
Proportionate AI governance with simple inventories, clear ownership and regular reviews to keep SMEs compliant and reduce costly breaches.
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