#SecureByDesign

From echoLeak to architectures of trust a secure AI integration blueprint.

1. Executive Summary The proliferation of Large Language Model (LLM) assistants within European public sector organizations presents a paradigm shift in operational efficiency and service delivery. However, this integration introduces a novel and critical threat vector, starkly illustrated by the “EchoLeak” incident (CVE-2025-32711). This vulnerability, the first confirmed zero-click indirect Read more

By [email protected], ago

Between automation and accountability a analysis of AI coding pitfalls, design failures, and operational guardrails.

by Djimit Executive summary Generative Artificial Intelligence (AI) is rapidly being integrated into software development workflows, promising unprecedented gains in productivity and efficiency. While these tools excel at accelerating well defined, repetitive coding tasks, their application in more complex, high stakes domains introduces a new spectrum of risks that technology Read more

By [email protected], ago