Writing
Notes from regulated production.
Notes on building AI for environments that can't fail — sovereign architecture, model-agnostic design, RAG and agents in regulated production.
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Agentic AI Governance for UAE Banks: What the CBUAE AI Note Asks of an Agent Gateway
dev.to · Oct 2026Five agent gateway controls mapped to the CBUAE AI guidance note: inventory, per-call scopes, update gate, vendor audit rights and a one-switch stop.
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The CBUAE AI Guidance Note on Generative AI: What UAE Banks Must Govern Before the Agents Show Up
Hugging Face · Oct 2026 -
Emirates NBD Got In-Country Inference. Here Is What Still Leaves the UAE.
Hugging Face · Oct 2026 -
Turn Your LLM Red-Team Findings Into Code: An Open-Source Severity Scorer for Banking and a pytest CI Gate
dev.to · Oct 2026Attack success rate is not enough. An open-source severity scorer for banking LLMs, five go-live gates, and a pytest test that stops the release.
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Turn Your LLM Red-Team Findings Into Code: An Open-Source Severity Scorer for Banking and a pytest C
Medium · Oct 2026By Ercin Dedeoglu , AI Architect, Dubai, UAE.
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LLM Red Teaming for Banking: A UAE Go-Live Checklist
Hugging Face · Oct 2026 -
DIFC Regulation 10: The AI Architecture It Demands
Hugging Face · Jun 2026 -
Architecting a Sovereign GenAI Platform for Regulated Banking in the UAE: A Reference Architecture
Hugging Face · Jun 2026 -
Sovereign GenAI Architecture for UAE Regulated Banking
Medium · Jun 2026Published 20 June 2026. By Ercin Dedeoglu, AI Architect, Dubai, UAE.
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Why Enterprise RAG Breaks Before Production
Medium · Jun 2026Everyone shows me the same enterprise RAG demo. It answers three questions. It looks clean. They smile. I tested it. WRONG.
// Auto-updated daily from LinkedIn, Medium, dev.to and Hugging Face.