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Building real-world on-device AI with LiteRT and NPU

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LiteRT is a production-ready framework designed to help mobile developers unlock the power of Neural Processing Units (NPUs), overcoming the performance and battery limitations of traditional CPU or GPU processing. By providing a unified API that abstracts away hardware complexities, it allows industry leaders like Google Meet and Epic Games…

Production-Ready AI Agents: 5 Lessons from Refactoring a Monolith

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The blog post outlines the transition of a brittle sales research prototype into a robust production agent using Google’s Agent Development Kit (ADK). By replacing monolithic scripts with orchestrated sub-agents and structured Pydantic outputs, the developers eliminated silent failures and fragile parsing. Additionally, the post highlights the necessity of dynamic…

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

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  • We’ve fundamentally transformed Facebook Groups Search to help people more reliably discover, sort through, and validate community content that’s most relevant to them.
  • We’ve adopted a new hybrid retrieval architecture and implemented automated model-based evaluation to address the major friction points people experience when searching community content.
  • Under this new…

Changes to GitHub Copilot Individual plans

The GitHub Blog
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Today we’re making the following changes to GitHub Copilot’s Individual plans to protect the experience for existing customers: pausing new sign-ups, tightening usage limits, and adjusting model availability. We know these changes are disruptive, and we want to be clear about why we’re making them and how they will affect…

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

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  • We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues throughout our infrastructure.
  • By leveraging encoded domain expertise across a unified, standardized tool interface these agents help save power and free up engineers’ time away from addressing…

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Blogs

  • Engineering at Meta

    Engineering at Meta Blog

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  • Nextdoor Engineering - Medium

    Nextdoor is the neighborhood hub for trusted connections and the exchange of helpful information, goods, and services. We believe that by bringing neighbors together, we can cultivate a kinder world where everyone has a neighborhood they can rely on. - Medium

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  • The GitHub Blog

    Updates, ideas, and inspiration from GitHub to help developers build and design software.

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  • Netflix TechBlog - Medium

    Learn about Netflix’s world class engineering efforts, company culture, product developments and more. - Medium

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  • Google Developers Blog

    Updates on changes and additions to the Google Developers Blog.

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  • Etsy Engineering | Code as Craft

    The engineers who make Etsy make our living with a craft we love: software. This is where we'll write about our craft and our collective experience building and running the world's most vibrant handmade marketplace.

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