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Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

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4 min read
Python Pickle, Java Gadget Chains, and YAML: Why Every Serialization Format Has a Different RCE Path

Python Pickle, Java Gadget Chains, and YAML: Why Every Serialization Format Has a Different RCE Path

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5 min read
SnapDrawSticker: Open‑Source Screenshot & Sticker‑Making Tool for Windows

SnapDrawSticker: Open‑Source Screenshot & Sticker‑Making Tool for Windows

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1 min read
Can an ML model actually avoid making false positives and how do you know your model isn`t just memorising patterns ?

Can an ML model actually avoid making false positives and how do you know your model isn`t just memorising patterns ?

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1 min read
Day 24/30: MCP Primitives Explained

Day 24/30: MCP Primitives Explained

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3 min read
How to Run Apache Iceberg & Trino Locally in 60 Seconds (Zero AWS Cost)

How to Run Apache Iceberg & Trino Locally in 60 Seconds (Zero AWS Cost)

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2 min read
CVE-2026-19304: Bypassing SSRF Guards with Parser Confusion

CVE-2026-19304: Bypassing SSRF Guards with Parser Confusion

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5 min read
GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

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5 min read
AI Voice Agent with Function Calling — Calling Real APIs Mid-Conversation in Python

AI Voice Agent with Function Calling — Calling Real APIs Mid-Conversation in Python

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8 min read
I ported a Python library to Rust. My fuzzer was lying to me.

I ported a Python library to Rust. My fuzzer was lying to me.

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9 min read
Web Scraping for OSINT: Start With the API, Not the HTML

Web Scraping for OSINT: Start With the API, Not the HTML

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6 min read
cast(bool, x) is a promise to the type checker. At runtime it is the identity function.

cast(bool, x) is a promise to the type checker. At runtime it is the identity function.

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3 min read
Multi-Turn Agent Evaluation at Scale

Multi-Turn Agent Evaluation at Scale

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5 min read
Building an AI-Assisted Trading Pipeline with TradingView

Building an AI-Assisted Trading Pipeline with TradingView

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1 min read
Why I stopped writing audio preprocessing scripts and built a tool instead

Why I stopped writing audio preprocessing scripts and built a tool instead

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5 min read
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