Engineering Insights

Scaling AI Agents: A Step-by-Step Guide to Deploying ADK on GKE Autopilot

While building AI agents locally using Google’s Agent Development Kit (ADK) is an excellent way to prototype, production-ready agents require a robust, scalable infrastructure. For developers looking to move beyond simple instances and into the world of managed container orchestration, Google Kubernetes Engine (GKE) Autopilot offers the perfect balance of flexibility and ease of use. In this tutorial, I will walk you through building a technical agent with ADK and deploying it to GKE Autopilot.

Nemotron 3 Ultra now available on AI Gateway

Nemotron 3 Ultra from Nvidia is now available on .Vercel AI Gateway Nemotron 3 Ultra is an open Mixture-of-Experts reasoning model built for orchestrating long-running agent workflows, with a 1M token context window. The model targets multi-turn agent workflows: planning, tool use, sub-agent delegation, and error recovery. Throughput reaches up to 350 tokens per second, with up to 30% lower cost on agentic tasks. To use Nemotron 3 Ultra, set model to in the .nvidia/nemotron-3-ultra-550b-a55bAI

Microsoft's Coreutils for Windows, (Thu, Jun 4th)

I&#;x26;#;39;ve been using the GnuWin32 CoreUtils for Windows for many years now (it gives you many *nix core commands on Windows).

DoJ Disrupts Southeast Asia Crypto Fraud Networks, Freezes $3.8 Million in Assets

The U.S. Department of Justice (DoJ) on Wednesday announced the results of a sweeping action undertaken by government authorities and private sector companies to combat cyber-enabled and cryptocurrency fraud targeting Americans. The "Disruption Week" operation began May 18, 2026, leading to the takedown of millions of social media, email, and internet access accounts used by transnational

Pakistan Spies on Afghan Finance Ministry With Xeno RAT

Despite broadly connected digital infrastructure, standard fare TTPs are enough to cause trouble for Afghanistan's porous cybersecurity.

Community Laravel Extension for Zed

Laravel for Zed is a community LSP extension that adds go-to-definition, hover cards, find references, rename, and Blade tooling to the Zed editor through static analysis of your project. The post Community Laravel Extension for Zed appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

ISC Stormcast For Thursday, June 4th, 2026 https://isc.sans.edu/podcastdetail/9958, (Thu, Jun 4th)

I built a vulnerable app and spent $1,500 seeing if LLMs could hack it

Article URL: https://kasra.blog/blog/i-spent-1500-seeing-if-llms-could-hack-my-app/ Comments URL: https://news.ycombinator.com/item?id=48392343 Points: 377 # Comments: 203