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.
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.
2026-06-04•Sam LoydUltimate Guide to Ethical AI Risk Assessment
Framework to identify, prioritise and mitigate ethical harms from AI - bias, opacity, governance and regulatory compliance.
2026-06-01•Sam LoydSolving Cascading Errors in Multi-Agent Systems
Cascading agent errors silently corrupt pipelines; verification, circuit breakers, checkpoints and human gates stop system-wide failures.
2026-05-28•Sam LoydContinuous AI Improvement with Feedback Loops
Collect explicit, implicit and system signals, add human oversight, and build compliant data pipelines to keep AI models improving.
2026-05-25•Sam LoydHow 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.
2026-05-21•Sam Loyd