9 posts
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Routing Tailscale exit node traffic through Mihomo
A rescue tunnel, narrowly scoped TUN interception, and a DNS poisoning investigation that made a Tailscale exit node work with Mihomo
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Reproducing Qwen3.8-27B's Terminal-Bench 2.1 Results: Setup, Full Run, and Pitfalls
A complete reproduction of Qwen3.8-27B on Terminal-Bench 2.1 using SGLang, Harbor 0.21.0, and Terminus-2 across 16 A100 40GB GPUs, including setup, debugging, and result auditing.
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NITP: Next Implicit Token Prediction for LLM Pre-training
Predicting the next token in both the output space and the hidden space.
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From Linear Attention to Test-Time Training
Linear attention reduces the quadratic cost of standard attention to linear, which is great. But can we do better?
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Debugging an OpenClaw web_fetch Failure
proxychains4 DNS hijacking collided with OpenClaw's SSRF protection, leaving web_fetch completely broken.
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Principal Component Analysis, Explained Intuitively
An intuitive explanation of PCA for dimensionality reduction, covering variance maximization, covariance matrices, and the spectral theorem.
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Thoughts on Computing Machinery and Intelligence by Alan Turing
Reflections on Turing's seminal 1950 paper discussing machine intelligence, the Imitation Game, and the nature of human vs. machine logic.
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Building a Swift API Client Library: Part 2
Learn how to build a clean, layered API client in Swift using powerful features like Generics, Codable, and Swift Concurrency.
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Building a Swift API Client Library: Part 1
Learn how to build a clean, layered API client in Swift using powerful features like Generics, Codable, and Swift Concurrency.