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Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DZone

From "Vibe Coding" to Production: Setting Up an Evals Loop for Claude Agents

"Vibe coding" tweaking a prompt, running it once, and seeing if it looks okay does not scale for enterprise software. Here is how to build a rigorous verification pipeline to audit, bench, and evaluate your Claude agent's behavior over time. If you are building autonomous agents with the Claude API, you have likely experienced the trap of "vibe coding." It usually goes like this: you write a prompt, give Claude access to a tool, run a single test execution in your terminal, and watch it succeed.

DZoneRead original
ExternalCloud
AWS Compute Blog

Build RAG-powered AI solutions at the edge with AWS Local Zones and Outposts

Organizations in regulated industries or with strict information security requirements are increasingly looking to use generative AI. However, they often face a dilemma: how to utilize powerful models while keeping data strictly on-premises or within specific geographic boundaries. The solution lies in deploying self-managed Small Language Models (SLMs) on premises with AWS Outposts or in […]

AWS Local ZonesAWS Outposts
AWS Compute BlogRead original
External
The Hacker News

The Gentlemen Ransomware Claims 478 Victims, Can Spread Like a Worm

A new analysis of The Gentlemen operation has revealed that the financially motivated threat group initially operated as an affiliate responsible for conducting double extortion attacks, while leveraging resources from various ransomware-as-a-service (RaaS) schemes like LockBit (aka Tenacious Mantis), Qilin (aka Pestilent Mantis), and Medusa (aka Venomous Mantis). According to a detailed report

The Hacker NewsRead original
ExternalSoftware Engineering
GitHub Changelog

Copilot CLI: Configure everything from one place with /settings

GitHub Copilot CLI now has a unified, schema-driven home for configuration. The new /settings slash command combines the scattered commands like /theme, /streamer-mode, and /experimental with options that previously required… The post Copilot CLI: Configure everything from one place with /settings appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalSoftware Engineering
GitHub Changelog

New runner images in public preview

Two new GitHub-hosted runner images for GitHub Actions are now available in public preview for all users, giving you early access to test your workflows on the latest platforms before… The post New runner images in public preview appeared first on The GitHub Blog.

GitHub ChangelogRead original

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