Building Resilient AI-powered Software, And Planning For When Things Go Wrong

An excerpt from Sam Newman’s new book covers disaster recovery targets, failover choices and resilience challenges for AI-powered software.

Developing Gemini 4 Argon Responsibly And Safely

Google says Gemini 4 Argon is rolling out broadly with safeguards for cyber and biological misuse, plus monitoring for agent behavior.

Show HN: SolidCraft – Open-Source Parametric CAD In Rust (With MCP Support)

SolidCraft is an early, open-source CAD application written in Rust, with desktop and browser access and an MCP server for AI agents.

How Nineteen Games Became Part Of My Retirement Countdown

A developer says an AI coding agent helped build Altersteilzeit, a free retirement countdown app, in five days. He says he directed and approved the work.

FrontierCode: Exploring The Maintainer’s View Of AI Contributions

Artificial Analysis tested 23 models on FrontierCode, where the top model passed every blocking check in 57.7% of attempts.

My News Pipeline’s AI Results: The Best Configuration Isn’t In Use

A 71-configuration test found GPT-6 Astra scored highest for news writing, while cheaper GPT-6 Luna remains in production and unsafe fallbacks were removed.

Muse Wonder Full’s Entry Into AI Comes As Muse Wonder Charges

Meta’s Muse Wonder Full scores 56 on an independent benchmark, while API-accessible Muse Wonder scores 52 and costs $4.52 per benchmark task.

15 AI Meeting Transcription Tools And What They Offer Note Takers

A supplied buyer guide names five distinct recorders and assistants, compares their stated features and explains what buyers should verify.

A False AI Tip Complicates Philadelphia’s Unsolved Homicide Investigation

An AP News headline says Anthropic’s Claude submitted a false tip about an unsolved Philadelphia homicide; the available details do not explain what happened.

9 Best WiFi 7 Routers For AI Workloads And Wider Coverage In 2027

A buying guide compares nine WiFi 7 routers for coverage, device capacity, gaming and wired speeds, but supplies no 2027 test data.