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DZone

A Practical Blueprint for Deploying Agentic Solutions

With a plethora of pre-trained LLM models available off the shelf, integrating them into applications is becoming increasingly accessible. But getting them into production is a different story. In this article, I'll walk through the pattern I followed to deploy an agentic AI solution to production, one that leverages OpenAI models and LangGraph, hosted on AWS ECS Fargate. Why ECS Fargate The primary reason to choose ECS Fargate over SageMaker is simplicity. Fargate is fully managed and on-demand

External
The Hacker News

AI Phishing Is Crushing SOCs with Alert Volume: How to Reduce Tier 1 Overload

Phishing has always been a numbers game. AI has turned it into a volume machine. Attackers can now create convincing emails, fake login pages, and tailored lures in minutes. Every polished message adds another case for Tier 1 to review, another link to inspect, and another alert that cannot be dismissed at a glance. As the queue grows, a credential theft attempt or malware delivery can easily

The Hacker NewsRead original
External
The Hacker News

⚡ Weekly Recap: Instagram Account Hacks, Android Zero-Day, GitHub Worm and More

Monday again. The weekend was meant to be quiet. It wasn't. Last week had poisoned packages, a broken AI helper, and a worm tearing through repos. The ugly part: basic tricks still worked. A chatbot got fooled. A bot token got leaked inside the malware. The same old mistakes showed up again. And while everyone chased the loud stuff, quieter attackers sat in inboxes for months, reading mail and

The Hacker NewsRead original
ExternalBackend Development
Laravel News

Generate Short, URL-Safe IDs From Numbers With Sqids

Sqids is a PHP library that encodes one or more integers into short, URL-safe strings and decodes them back, with options for minimum length, a custom alphabet, and a profanity blocklist. The post Generate Short, URL-Safe IDs From Numbers With Sqids appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

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Laravel NewsRead original

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