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Strix AI Pentesting: What It Is, How It Works & Setup Guide
What is Strix? The open-source autonomous AI pentesting agent (usestrix/strix) that proves real exploits with reproducible sandboxes - no noisy CVE list spam.
DuckDB Is Fast Because It Skips the Part Everyone Forgets
A deep dive into DuckDB internals: why an in-process SQL engine that skips the network beats clusters that cost millions, and what HN thinks about it.
Java Valhalla: Twelve Years to Delete One Assumption
Project Valhalla finally lands in JDK 28 as a preview. The story of how a decade of work boils down to one idea: let objects opt out of identity.
Agent Reach: Internet Access Without the API Bill
A Python capability layer that wires your AI agent to Twitter, Reddit, YouTube, Bilibili, and more - one install prompt, zero paid APIs.
GLM-5.2 just took the open-weights crown - and it thinks a lot
Z.ai's GLM-5.2 tops Artificial Analysis's open-weights leaderboard at 51 points, but HN is arguing about token bloat and whether benchmarks lie.
OpenMontage: Your Coding Agent Becomes the Video Director
Open-source agentic video production: 12 pipelines, 52 Python tools, 400+ skills. Claude or Cursor orchestrates research, assets, edit, and render.
Sixty percent of Americans are tired of hearing 'AI' in your ads
A WordPress VIP survey of 1,200 US consumers finds AI in brand messaging is a turnoff, and almost nobody can name a company doing it well.
TimesFM: Google's Zero-Shot Prophet for Numbers
Google Research's decoder-only foundation model forecasts time series out of the box - no per-dataset training, 200M params, quantile bands included.
last30days: The AI Skill That Searches People, Not Editors
An AI agent skill that searches Reddit, X, YouTube, HN and Polymarket for the last 30 days on any topic, scored by what real people actually engaged with.