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AI Code Review at Scale: LinkedIn's Multi-Agent Approach

At LinkedIn's scale, relying solely on human reviewers or simply putting an off-the-shelf AI reviewer in front of GitHub is not an effective way to manage PRs. To address this, LinkedIn engineers built a multi-agent AI code review platform that understands the organization’s coding context, treats code review as production infrastructure, and minimizes hallucinations and low-signal feedback. By Sergio De Simone

2026-08-22 原文 →
AI 资讯

The Audi S6 Sportback E-tron proves that sedans still matter

Last year, Audi announced that it gave its all-EV-by-2033 plan the boot, and instead will offer a mix of gasoline, hybrid, and electrified propulsion. There's no doubt still some uncertainty among bigger automakers - especially those under the Volkswagen Group umbrella - when it comes to such a (now prior) commitment. Even so, what it's […]

2026-08-20 原文 →
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This robot vacuum solves my kitchen stool problem

Robot vacuums are great at keeping your floors clean, but there are a few areas they fall down on the job - stairs being one. Another is chairs and stools. You know the scenario: You have a row of stools at a kitchen table, or chairs tucked under a dining table, and the robovac just […]

2026-08-19 原文 →
AI 资讯

Google’s Pet Memory forgot who my cats are

One of the best things my smart home does is help me care for my pets, and security cameras are particularly useful for keeping track of my many critters. But the barrage of notifications they send often means I miss important ones. So, when Google announced its new Pet Memory feature for Gemini for Home, […]

2026-08-18 原文 →
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I’m hooked on Peak Design’s new City bags

It's just a hook, sewn into a bag, but I really, really like it. Peak Design is so proud of its clever integration that the San Francisco-based maker of camera gear gave it a name: BagLev, for its ability to keep its new City Line of bags levitated above the dirty ground. How many of […]

2026-08-17 原文 →