Designing AI-ready architectures in compliance-heavy environments

I approached this challenge with three guiding principles. First, I designed modular zones for ingestion, transformation, feature engineering, model training and deployment. This modularity ensured that each stage could be independently validated and audited...

Agentic AI won’t wait for your data architecture to catch up

A decade ago, the cloud ignited a massive replatforming of application and server infrastructure. Open-source technologies like Docker and Kubernetes transformed software velocity and...

Risk management in the public cloud is your job

I was excited to speak at a regional cloud computing summit hosted by one of the major cloud providers. My presentation focused on the...

2-agent architecture: Separating context from execution in AI systems

When I first started experimenting with voice AI agents for real-world tasks like restaurant reservations and customer service calls, I quickly ran into a...

GitLab introduces AI agent-enabled devsecops platform

The GitLab Duo Agent Platform currently includes a chat agent that performs general development tasks, such as reading issues or code diffs, and a...

F-strings with superpowers: What’s new in Python 3.14 beta

Are you ready for Python Pi? The 3.14 beta is out now, and we’ve got the rundown on what’s so great about it, including...
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From ChatGPT to Gemini: how AI is rewriting the internet

The advent of AI models like OpenAI's ChatGPT and Google's Gemini is fundamentally transforming the internet, reshaping how we interact with information, conduct business,...
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