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Ranking Engineer Agent (REA): The Autonomous AI Agent Accelerating Meta’s Ads Ranking Innovation-Winpcsoft.com

Ranking Engineer Agent (REA): The Autonomous AI Agent Accelerating Meta’s Ads Ranking Innovation

Der Ranking Engineer Agent (REA) von Meta führt autonom wichtige Schritte im gesamten Lebenszyklus des maschinellen Lernens (ML) für Anzeigenranking-Modelle aus. Dieser Beitrag b...
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This is Cloud Run: Nine Ways to Deploy (and When to Use Each)-Winpcsoft.com

This is Cloud Run: Nine Ways to Deploy (and When to Use Each)

This is Part 2 of the “This is Cloud Run” series. In Part 1, we covered what Cloud Run is, what’s behind the curtain, what you get for free, Cloud Run functions, the platform’s...
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Patch Me If You Can: AI Codemods for Secure-by-Default Android Apps-Winpcsoft.com

Patch Me If You Can: AI Codemods for Secure-by-Default Android Apps

Even seemingly simple engineering tasks – like updating an API – can become monumental undertakings when you're dealing with millions of lines of code and thousands of engineers,...
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Google Antigravity: Beginner Guide to the New Agentic IDE (Step-by-Step + Real Use Case)-Winpcsoft.com

Google Antigravity: Beginner Guide to the New Agentic IDE (Step-by-Step + Real Use Case)

We have all deployed AI “co-pilots.” They are great at finishing our sentences or writing a short function. But let’s be honest – sometimes it feels like you’re still doing 90...
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How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines-Winpcsoft.com

How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines

AI coding assistants are powerful, but they are only as good as their understanding of your codebase. When we alerted AI agents to one of Meta's large data processing pipelines - s...
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[Tutorial] From Agents to APIs: Building Production-Ready AI Systems with Google ADK & FastAPI-Winpcsoft.com

[Tutorial] From Agents to APIs: Building Production-Ready AI Systems with Google ADK & FastAPI

Building production-ready AI systems requires a shift from simple prompting to structured orchestration. With the Google Agent Development Kit (ADK) And pythonYou can create robust...
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How Advanced Browsing Protection Works in Messenger-Winpcsoft.com

How Advanced Browsing Protection Works in Messenger

We’re sharing the technical details behind how Advanced Browsing Protection (ABP) in Messenger protects the privacy of the links clicked on within chats while still warning people...
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This is Cloud Run: A Decision Guide for Developers-Winpcsoft.com

This is Cloud Run: A Decision Guide for Developers

I like to throw spaghetti at the wall and see if it sticks.Some of my best projects started exactly that way. An idea on a Saturday morning, a container deployed by lunch, a URL s...
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FFmpeg at Meta: Media Processing at Scale-Winpcsoft.com

FFmpeg at Meta: Media Processing at Scale

FFmpeg is truly a multi-tool for media processing. As an industry-standard tool, it supports a wide range of audio and video codecs and container formats. It can also orchestrate c...
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Optimal Turkish Subword Strategies II: What WordPiece Learns from Turkish Morphology-Winpcsoft.com

Optimal Turkish Subword Strategies II: What WordPiece Learns from Turkish Morphology

Turkish is generous with morphology. A single lemma can grow into a long surface form - case, possession, tense/aspect, evidentiary...Read more about Google developer experts »
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Trust But Canary: Configuration Safety at Scale-Winpcsoft.com

Trust But Canary: Configuration Safety at Scale

As AI increases developer speed and productivity, the need for protection measures also increases. In this episode of the Meta Tech Podcast: Pascal Hartig sits down with Ishwari an...
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Escaping the Fork: How Meta Modernized WebRTC Across 50+ Use Cases-Winpcsoft.com

Escaping the Fork: How Meta Modernized WebRTC Across 50+ Use Cases

At Meta, WebRTC powers real-time audio and video across various platforms. But forking a large open-source project like WebRTC within our monorepo presents unique challenges – ove...
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This is Cloud Run: Configuration-Winpcsoft.com

This is Cloud Run: Configuration

This is Part 3 of the “This is Cloud Run” series. In Part 1, we covered what Cloud Run is and when to choose it. In Part 2, we walked through the deployment options and revision ...
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Deploy Gemma 4 on Cloud Run: Pay Only When You Actually Use It-Winpcsoft.com

Deploy Gemma 4 on Cloud Run: Pay Only When You Actually Use It

I was in the room in Paris when Google announced Gemma 3. It was an exciting event. The demos were impressive. But what really mattered happened later, back at my desk, when I ran ...
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Google Glass Projected Data. Gemini Generates Reality-Winpcsoft.com

Google Glass Projected Data. Gemini Generates Reality

Building Invisible City Part #3. How event-driven AI agents create spatial interfaces that don’t exist until you need themThis is the third in a series of posts on my distributed...
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Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale-Winpcsoft.com

Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale

We provide insights into Meta's Capacity Efficiency Program, where we developed an AI agent platform that helps automatically find and resolve performance issues across our infrast...
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Post-Quantum Cryptography Migration at Meta: Framework, Lessons, and Takeaways-Winpcsoft.com

Post-Quantum Cryptography Migration at Meta: Framework, Lessons, and Takeaways

We’re sharing lessons learned from Meta’s post-quantum cryptography (PQC) migration to help other organizations strengthen their resilience as industry transitions to post-quantu...
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Bringing Multimodal Gemma 4 E2B to the Edge: A Deep Dive into LiteRT-LM and Qualcomm QNN-Winpcsoft.com

Bringing Multimodal Gemma 4 E2B to the Edge: A Deep Dive into LiteRT-LM and Qualcomm QNN

Running Large Language Models (LLMs) on mobile devices used to be a dream of the future. Today, with the release of Google Gemma 4 Family and the powerful LiteRT-LM Framework, deli...
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Fine-Tuning Gemma 3 on TPU for Medical Q&A with Keras and JAX-Winpcsoft.com

Fine-Tuning Gemma 3 on TPU for Medical Q&A with Keras and JAX

I wanted to build a medical Q&A fine-tuning project that remained truly TPU native on Kaggle. This project uses Google's 'gemma-3–1b-it', KerasHub, JAX backend and a Kaggle TPU to...
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Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge-Winpcsoft.com

Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge

We have has fundamentally changed Facebook group searches to help people more reliably discover, sort and validate community content that is most relevant to them. We introduced a ...
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Opera GX For PC Free Download-Winpcsoft.com

Opera GX For PC Free Download

Opera GX For pc is a unique web browser designed specifically for gamers, offering an optimized browsing experience tailored to gaming needs. With advanced customization options, b...