Why Specification-Driven Development (SDD) is Not a Silver Bullet for AI-Assisted SDLC
Using a popular SDD GitHub Spec Kit and a real-world feature experiment
What DeepL Got Right That No LLM Can Copy
A top-down look at the product that understood data and specialised AI before the world was talking about either.
Implementing Permission-Gated Tool Calling in Python Agents - MachineLearningMastery.com
This article illustrates how to implement a permission-gated tool in a Python agent, resulting in a robust, cost-free interception mechanism based on a simple decorator pattern.
From Chaos to Control: Bringing Engineering Discipline to AI-Powered Development
How I moved from unstructured Claude prompts to a production-ready orchestration framework — and finally got some sleep.
Understanding Loss Landscapes of Modern AI Models
Building intuition, clarifying concepts, and covering the main techniques used to compute and visualize loss landscapes of LLMs, CNNs, and…
Five Critical AI Agent Security Risks and How to Fix Them
Ship secure AI agents. Explore 5 critical security risks like identity abuse and cascading failures with real-world Python code and Auth0...
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