The Ralph Loop: An Engineering-Grade Pattern for Reliable AI-Assisted Software Development
Designing a Stateless Execution Loop to Eliminate Context Decay in AI Coding Systems
Jan 18, 20267 min read48
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Dev Notes
In this series, I aim to share my knowledge and interests, while also taking notes on various intriguing topics and discoveries. This way, I can document and revisit them anytime in the future.
500 Milliseconds to Midnight: A Builder's Post-Mortem of the XZ Backdoor
One of the most sophisticated supply chain attacks in history was discovered because of a 500-millisecond delay. A half-second lag in an SSH login—a fractional anomaly noticed by a single, curious developer—was the only thing that stood between the s...
Dec 12, 202510 min read10
Shai-Hulud Worm Attack: How the npm Ecosystem Got Hit and What Builders Should Do
1. Setting the Stage: A New Breed of Supply Chain Attack The Shai-Hulud campaign represents a critical evolution in supply chain threats, moving beyond isolated package compromise to a self-propagating contagion targeting the core of modern developme...
Dec 10, 202512 min read19
The Future is Here: How Edge AI-Enabled IoT is Revolutionizing Healthcare Monitoring
The healthcare landscape is undergoing a profound transformation. As our cities become smarter and our lives more connected, a new paradigm is emerging that promises to redefine how we approach health monitoring and care delivery. Edge AI-enabled IoT...
Aug 30, 20255 min read9
Vibe Coding: The Fantasy and Risks of AI-Powered Software Development
The landscape of software development is changing at an unprecedented pace, with artificial intelligence (AI) playing an increasingly dominant role. One of the most fascinating yet controversial trends emerging from this transformation is "vibe codin...
Mar 25, 20255 min read83
Boost Your React App Performance: Tips to Stop Memory Leaks
Optimize your React app's performance and prevent memory leaks with these practical tips for all developers
Jul 23, 20244 min read21