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

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AWS Architecture Blog

How Synthesia optimizes generative AI video inference on Amazon EC2 G7e instances

This post introduces a video decoding optimization technique that we have ideated in collaboration with Synthesia Research Engineering team, which we call Asynchronous Frame Generation Pipeline. Adopting this technique allows you to overlap GPU compute, device-to-host (D2H) data transfer, and host-side post-processing. In this post, we apply this technique to the VAE decoder of a Wan video generation model as an example, where our benchmarks on G7e show increased GPU kernel utilization from 82%

Amazon EC2Customer SolutionsGenerative AI
AWS Architecture BlogRead original
ExternalSoftware Engineering
DZone

Lambda-Driven API Design: Building Composable Node.js Endpoints With Functional Primitives

“Lambda-driven API design” fits naturally with Node.js because a Lambda handler can be treated as a small, explicit function boundary: an event arrives, a response is returned, and everything else becomes an implementation detail that can be composed. The core challenge is not producing a response object, but scaling many endpoints without turning each handler into a copy-pasted blob of parsing, validation, authorization, logging, and error mapping.  AWS has increasingly nudged Lambda Node.js wo

DZoneRead original
External
The Hacker News

DirtyDecrypt PoC Released for Linux Kernel CVE-2026-31635 LPE Vulnerability

Proof-of-concept (PoC) exploit code has now been released for a recently patched security flaw in the Linux kernel that could allow for local privilege escalation (LPE). Dubbed DirtyDecrypt (aka DirtyCBC), the vulnerability was discovered and reported by the Zellic and V12 security team on May 9, 2026, only to be informed by the maintainers that it was a duplicate of a vulnerability that had

The Hacker NewsRead original
ExternalSoftware Engineering
DZone

Run Gemma 4 on Your Laptop: A Hands-On Guide to Google's Latest Open Multimodal LLM

If you've been watching the open-source LLM space, you've probably noticed it's been a great couple of years. Llama, Mistral, Phi, Qwen — a whole zoo of models you can download and run on your own machine.  Google's entry into that zoo is Gemma, and the fourth generation, Gemma 4 (released April 2, 2026), is the biggest leap yet: built from Gemini 3 research, multimodal (text + image + video + audio), 256K context, native function calling, configurable "thinking mode," and — finally — a clean Ap

DZoneRead original
ExternalSoftware Engineering
DZone

OpenAPI From Code With Spring and Java: A Recipe for Your CI

This is not "just another article about Springdoc," I promise. This is a ready-to-use recipe I was struggling to find one day, and had to build it from scratch. Have you ever needed to generate OpenAPI documentation directly from your code and, more importantly, do it in a way that fits cleanly into a CI pipeline? Swagger UI is commonly used in Spring Boot applications to visualize and test APIs from the browser. It can also expose the generated OpenAPI definition through a configurable endpoint

DZoneRead original
ExternalFrontend Development
Vercel Blog

Nuxt MCP Toolkit now supports MCP apps

The now supports . Your agent tools can return interactive HTML responses that MCP clients like Claude and ChatGPT render inline, rather than plain-text responses.Nuxt MCP ToolkitMCP apps Declare a tool with the macro, then read pre-hydrated data, trigger follow-up prompts, or call other tools from inside the UI with the composable. The toolkit bundles each Vue SFC into a self-contained HTML file at build time and serves it from your MCP endpoint.defineMcpAppuseMcpApp Read the to get started

Vercel BlogRead original

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