shattered.io

Apex Legends Tier List Alert Bot: 12 Steps, 75 Min [2026]

Build a Python bot that reads Apex Legends patch notes and pings Discord the moment the Season 30 Marked tier list shifts. 12 steps, full code.
MarkTechPost

OpenAI Decisions API Hits Public Beta With 10x Faster Typed Answers

OpenAI’s Decisions API enters public beta, returning typed answers about 10x faster at $0.10 per 1M input tokens.
Security Boulevard

What continuous offensive security testing is and how to implement it

IntroductionContinuous offensive security testing (COST) is a model for running adversary-style tests whenever something material changes, such as a release, a new internet-facing asset, or a change ...

"It works on my machine"—9 places where the same code and commands silently take on different meanings depending on where they run

"It works on my machine." I'm sure you've said it or heard it at least once—in code reviews, in chat, or during incident post ...
HackerNoon

Inside Jev: How Decision Models Trade Text Generation for Typed, Calibrated Answers

Jev, TypeSafe AI's System One decision model is a watershed moment in AGI. How it works, Jev source code in Python, ...
NetEye Blog

MCP or CLI? Pros, Cons, and the Real Limits with Local Models

One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...
cloud

Defending Against Active Exploitation of Citrix NetScaler ADC and Gateway Appliances

Exploitation of CVE-2026-88772 bypasses authentication and triggers an unhandled termination of the NetScaler Packet Processing Engine (NSPPE) to establish initial root-level access. Analysis of the ...
GitHub

n8n-nodes-json-parser

An n8n community node for extracting and parsing JSON from text, especially useful for processing AI model outputs that often embed JSON within conversational responses or markdown formatting.

GitHub Actions' ubuntu-latest is changing to 26.04—Java 8, tsc, and webpack are disappearing, and CMake pinning is being removed

Starting October 19, 2026, GitHub Actions' ubuntu-latest will switch from Ubuntu 24.04 to 26.04. The transition is scheduled to be completed by November 19.The official announcement issue ...
blog.csdn

scrapy startproject 建完 DmozSpider，把 Codex 的 Base URL 改到 TaoToken 照着原文补 parse

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