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Dev Systems

Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations

Your algorithm is a suite of AI-powered tools that makes Facebook recommendations more transparent and steerable, with a single editable view of the interests that shape Feed and Reels.We’re sharing how Your algorithm turns people’s natural language...

How We Built TLX: A Hardware-Native GPU Compiler for Production ML at Scale

Triton Low-Level Extensions (TLX), is an extension to Triton that helps engineers optimize GPU performance while preserving Triton’s productive programming model. TLX introduces explicit warp-group and cluster-level orchestration, letting devel...

Self-service regional failover with Amazon Application Recovery Controller Region Switch and centralized ingress controls

In highly regulated industries such as financial services, healthcare, and government, security isn’t negotiable. Compliance frameworks require defense in depth strategies where incoming requests are inspected against security policy to confirm they...

We’re bringing Adobe’s creative and productivity tools closer to your everyday Google apps.

Google and Adobe are integrating creative and productivity tools. Edit PDFs in Drive and use Adobe AI in Gemini. See what’s new in this partnership.

Google Cloud launches Gemini for healthcare.

Google Cloud launches Gemini for healthcare to unify clinical data and automate workflows. Reduce administrative burnout. See how it works.

Transforming fleet analytics for Novus Hi-Tech through agentic AI

Fleet analytics sounds straightforward until you have thousands of vehicles streaming dashcam footage, driver alerts, GPS pings, and speed warnings across 10 countries, all at the same time. At that scale, no team can manually triage every drowsiness...

How DeepL keeps closest-exit routing during maintenance with AWS Cloud WAN

DeepL is a Language AI company that builds written and real-time AI voice translation products used by more than 200,000 business teams worldwide. Its infrastructure spans multiple AWS Regions across Europe, North America and Asia, with hybrid connec...

Fact-Checking at Scale: Building a More Accurate and Efficient Synopsis Factuality System

By Shreya S Ramanujam, Yongce Li, Afshine Amidi, Sina Ghiassian, Benjamin Klein.IntroductionPicture this — you’re home after a long day at work and can’t wait to catch up on Bridgerton. You log on to Netflix, search for “Bridgerton” and land on this ...

Extending LLDB to Debug Applications That Span CPUs and GPUs

We built a vendor-neutral accelerator plugin architecture in lldb-server for debugging applications that span CPUs and GPUs. It separates shared debugger infrastructure from hardware-specific device control.The design represents the CPU and GPU as se...

Show HN: Airlock – Policy-as-code for fleets of AI coding agents

My name is Matt and I am building Airlock. Airlock is going to be an open standard on managing autonomous fleets of engineering agents. I am seeking constructive feedback on the direction of this project and also asking what are your major pain point...

Show HN: An open-source IDE for software architecture

Now, with this open-source tool everyone can learn,build,share,and validate the system design.This is next step, drawing design on blank page to making it a workflow .Do explore and let me know how it is...

The Model Isn’t the Boss: An Azure Architecture for Accountable AI Agents

Imagine a housing organization that maintains several thousand rented homes. Tenants report repairs through a website, an app, a phone line or a support worker who completes the form with them, and many reports include a photo. Asset history, approve...

Repairs and Renovation Should Not Compete Blindly for the Same Capacity

Consider an illustrative ground-floor apartment in a 1960s portiekflat, a Dutch walk-up apartment building. In February, the tenant reports a back door that sticks and lets in drafts. A repair contractor adjusts the frame and orders a part; a second...

Dutch Social Housing Transformation: Smarter Repairs, Faster Renovations, Accountable Tech

Picture an ordinary week at a Dutch housing association. A tenant reports bedroom mold for the third time, and the repair desk books a contractor to treat it. Across the office, the asset team is finalizing next year’s insulation and ventilation prog...

I tried to connect every GPU on the planet together (kinda)

Nowadays, unless you’re training a frontier model from scratch, finding spare GPU capacity for training and post-training on some cloud is manageable.But a lot of the time, I’m just too lazy to move my work or even go through the signup processes and...

Show HN: Thinker – Trim context and cache knowledge to extend agent usage limits

I’ve been doing a lot of solo development lately and found myself hitting Claude token limits halfway through the week constantly. Even with a Max plan, I’d have to switch over to Codex or Cursor, and it would be a bit difficult to get used to the nu...

How OrderServ achieved up to 64% cost savings with multi-tenant ECS

When your food-ordering platform doubles its brand count, dedicated clusters become your biggest cost problem, and every failed request during a traffic surge is a lost sale. Here is how Cognizant and AWS Professional Services solved it. Cognizant is...

Generate longer AI videos with Omni 1.2 Flash in Google Vids at no cost.

Create longer AI videos in Google Vids with the new Omni 1.2 Flash model. Generate 15-second clips and consistent scenes for free. Try it now.

How TUI scales threat modeling for 100+ teams with Amazon Bedrock

When your security team has four engineers and your organization has over 100 digital product teams, threat modeling becomes a bottleneck fast. That was the challenge TUI faced. TUI operates across the travel and tourism industry with airlines, hotel...

Show HN: My compact, bio inspired distributed edge detection algorithm

Hi HN,I've been working on a bio / visual cortex inspired edge detection algorithm. I released a preliminary version a couple of months ago, and I've been improving it since. Benchmark scores currently sit midway between old-school (Ca...