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ExternalSoftware Engineering
DZone

How an AI Software Factory Works: From Developer Intent to Production

I got interested in the AI Software Factory concept because it asks a much bigger question than “How can I write code faster?” It asks how AI agents can help move an idea through the entire software development lifecycle, from planning and implementation to testing, deployment, monitoring, and learning. That difference matters. Coding assistants are already useful, but generating code is only one part of building software. I still need to understand the service, validate the change, get the righ

DZoneRead original
ExternalTechnology Trends
The Verge Tech

Fi’s GPS-equipped dog trackers are on sale for 30 percent off

If your dog or cat is prone to getting lost, or you frequently go on adventures together, you can save 30 percent on Fi pet trackers through October 25th when you enter coupon code SCARY at checkout. The sale includes several satellite-connected trackers, including the Fi Ultra GPS we previously tested, which is down to $209.30 after the discount. That effectively brings it down to its original launch price. The IP68-rated Fi Ultra is fully waterproof, even in saltwater, and lasts up to five day

The Verge TechRead original
External
The Hacker News

Ruby Fixes Three Regex Engine Bugs Responsible for Four Critical GitLab RCE Flaws

Ruby has released versions 4.0.9, 3.4.12, and 3.3.13 to fix three bugs in Onigmo, the regular expression engine built into the language. The bugs lie behind four critical security flaws that GitLab patched over the past month. GitLab found that a specially crafted pattern could corrupt memory while Ruby compiles it, potentially leading to code execution on its own servers. Ruby says any

The Hacker NewsRead original
External
The Hacker News

Exposed Infrastructure Reveals How Ransomware Affiliates Used AI Agents to Execute Intrusions

Cybersecurity researchers have discovered an artificial intelligence (AI)-driven intrusion ecosystem run by affiliates of the INC and The Gentlemen ransomware groups. Central to the operation is an "Autonomous Red Team Kill Chain Framework" referred to as Phantom. The threat actor is assessed to be Russian-speaking and functions both as an intrusion and data-extortion operator, as well as an

The Hacker NewsRead original
ExternalAI
AWS Machine Learning Blog

Multi-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide

Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI trains models on the outcome of a whole multi-step task rather than labeled steps. This hands-on guide walks the full pipeline using Wordle: deploying the agent and reward on Amazon Bedrock AgentCore, preparing the dataset, training, and evaluating at serving settings.

Amazon SageMaker AIExpert (400)Technical How-to
AWS Machine Learning BlogRead original
ExternalTechnology Trends
The Verge Tech

Elon Musk’s dangerous grip on outer space

Last week, Starshield - the version of SpaceX's Starlink used by the Ukrainian military - was throttled to block terminals traveling above certain speeds from accessing the service. The Ukrainian army's interceptors, which counter Russian drones carrying bombs, suddenly stopped working at high speeds, making it easier for Russia to attack the country's energy infrastructure and leading to a reported two deaths and at least 17 injuries. The Ukrainian military reported receiving no advance warning

The Verge TechRead original

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