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ExternalSoftware Engineering
DZone

How to Design a Multi-Agent AI Framework in Python for Enterprise LLM Workflows

When I first started building enterprise applications with Large Language Models (LLMs), I fell into a trap that almost every developer encounters. I thought that scaling an AI system simply meant refining a single, massive prompt. I wrote complex system instructions, packed the context window with rules, and expected a single stateless API call to act as a researcher, analyst, and copywriter all at once. In production, this monolithic approach failed repeatedly. When processing dynamic data str

ExternalTechnology Trends
The Verge Tech

The real reason your phone is getting more expensive

When Apple debuts the next generation of iPhones this week, they're likely to come with an unwanted change: a higher price tag. A price hike from the supply-chain powerhouse would be the clearest sign yet that soaring memory costs have become unavoidable - with no end to the memory crunch in sight. Call it "chipflation" or "RAMageddon." The shortage is reversing a decades-long decline in memory costs that helped make consumer electronics more powerful without making them dramatically more expens

The Verge TechRead original
ExternalCybersecurity
SecurityWeek

Adobe Commerce Zero-Day Exploited to Backdoor Online Stores

The StyleSmuggler zero-day allows attackers to execute code and deploy a stealthy backdoor on Adobe Commerce and Magento stores. The post Adobe Commerce Zero-Day Exploited to Backdoor Online Stores appeared first on SecurityWeek.

VulnerabilitiesFeaturedvulnerability
SecurityWeekRead original
ExternalCybersecurity
SecurityWeek

Modified ScreenConnect Clients Used in Worm-Like Campaign

The attacks rely on backdoored ScreenConnect instances to transfer and execute payloads to newly connected clients. The post Modified ScreenConnect Clients Used in Worm-Like Campaign appeared first on SecurityWeek.

Malware & ThreatsScreenConnect
SecurityWeekRead original
External
The Hacker News

Your Cloud Security Checklist Doesn't Work the Way You Think It Does

If managing security across multiple cloud providers wasn't hard enough, each one fails in a different way. For the 2026 Cloud Security Index, Intruder analyzed misconfiguration data from 3,000 organizations across AWS, Azure, and Google Cloud and found that risk profiles across providers have almost nothing in common. Here’s what the data looks like. How risk differs across cloud providers

The Hacker NewsRead original
External
The Hacker News

Rogue ScreenConnect Clients Spread Four-Stage VBScript Chain to Newly Connected Hosts

Cybersecurity researchers have disclosed details of worm-like activity that abuses ConnectWise ScreenConnect to distribute a malicious Visual Basic Script (VBScript) payload to newly connected systems. According to Huntress, three unrelated incidents have been found to use diverse initial access methods, namely a Quick Assist tech-support scam, a phishing-delivered MSI installer, and a fake

The Hacker NewsRead original
ExternalDevOps
CNCF Blog

Handling vulnerability reports: Recipe card

Recipe Handling Vulnerability Reports Target audience (the chef) This recipe is aimed at small and medium non-security focused projects. Maintainers of a high-risk security sensitive project, you probably need a more sophisticated approach (check out https://alpha-omega.dev/) Scope...

Blog
CNCF BlogRead original

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