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The EU Action Plan on Cybersecurity and AI: A Practitioner’s Read
The European Commission published its Action Plan on Cybersecurity and Artificial Intelligence on 7 July 2026. I was one of the signatories of the open letter, led by European systems security...
Code Review Was Designed for Human Authors
Code review, security review, and the audit trail were designed for a world where the author was a person. That world is ending.Something has changed in the last twelve months and that is the fact...
EU AI Act: What Your Engineering Team Actually Needs to Change
The regulation is live. Enforcement starts in months. And most engineering teams still have no practical roadmap for compliance.The EU AI Act is already law. Prohibited AI practices have been...
Your AI Agent Has a Backdoor — Here’s How I Found It
We built pentesting tools for LLMs. But agents aren’t LLMs. They have tools, memory, and multi-step reasoning. That’s a fundamentally different attack surface — and I built an open-source framework...
Lessons from building AI architecture at scale — including the hard parts that don’t make it into…
Lessons from building AI architecture at scale — including the hard parts that don’t make it into the case studies.Lessons from building AI architecture at scale — including the hard parts that don’t...
Context Is All You Need
What makes one AI feel magical while another falls flat? I believe the difference is rarely a bigger model or a cleverer trick — it’s the context wrapped around the model’s decisions. That’s why...
Mastering AI Conversations: The Art of Prompt Engineering
In the ever-evolving field of artificial intelligence, a new discipline has emerged: prompt engineering. This burgeoning field focuses on the development and optimization of prompts, a critical...
ChatGPT: a deep dive
The ChatGPT (Chat Generative Pre-trained Transformer) is a large-scale language model developed by OpenAI. It is trained on a massive dataset of text and can generate human-like text on a wide range...
AWS Deployment Framework: the good, the bad, and the ugly
The AWS Deployment Framework (ADF) is an open-source project that was created and is maintained by AWS Professional Services. This tool is an extensive and flexible framework to manage and deploy...
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