How to Effectively Align Your Intent with Claude Code
interacting with coding agents such as Claude Code and Codex. They have enormous benefits in increasing the speed at which I can get things done as an engineer. There are…
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How to Run Claude Code Agents for 24+ Hours
to being able to run a lot of coding agents in parallel is to ensure you have long-running sessions. This means sessions that are interrupted as little as possible. For…
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Backpropagation Explained for Beginners (Part 1): Building the Intuition
to understand backpropagation? If you’re trying to understand how modern AI systems like large language models (LLMs) are trained, backpropagation is one of the most important concepts to understand. But…
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How to Work Effectively with GPT-5.6
, I will give my first impressions of the newest OpenAI model, GPT-5.6. The model was released a few days ago, and I’ve gotten the chance to test it extensively…
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Context Engineering Isn’t Enough — A Loop Engineering Experiment With No LLM Inside the Loop
The Scope: This isn’t a benchmark pitting agent frameworks against each other, nor does it claim this controller is “smarter.” It claims something narrower and much more defensible: that failure…
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Why Your Betas Explode: The Hidden Geometry of Multicollinearity
a marketing mix model to a senior director. The slide showed two beta coefficients side by side: Linear TV at +2.4, Digital TV at +1.8. He nodded, satisfied. Then he…
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Long Context Isn’t Free — I Built a Safe Prompt-Pruning Layer That Makes LLM Systems Work
I’ve worked on, conversation state tends to grow quickly over time. It’s common to resend large portions of the history on each turn—including older tool outputs, repeated RAG retrievals, and…
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How Open Models Are Driving AI Research
Every year, the International Conference on Machine Learning (ICML) reveals where thousands of AI researchers have decided to put their work. This year’s accepted papers reveal a clear direction: open…
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How to Run End-to-End Tests with Claude Code
like Claude Code can be used for a wide variety of tasks. The number one task you might think of is to actually implement code. However, there are also so…
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PANet Paper Walkthrough: When Feature Pyramids Go Bottom-Up
I wrote about the FPN (Feature Pyramid Network) architecture [1], which is one of the most influential necks we can apply to a backbone model. FPN was first introduced to…
