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Meta's AI agent platform automatically finds and fixes performance issues, recovering hundreds of megawatts and compressing hours of manual work into minutes.
Facebook launches AI-powered Groups Search with hybrid retrieval, addressing discovery, consumption, and validation friction points. Immediate improvements in relevance without error rate increases.
Meta strengthens end-to-end encrypted backups with over-the-air key distribution for Messenger and public fleet deployment transparency, enhancing user privacy.
Learn five API design patterns to prevent LLM agents from entering costly loops and failing silently, based on real-world production experiences.
Explore how the Context Object acts as the nervous system of AI agents, providing tracing, audit trails, identity management, and shared memory to solve statelessness challenges in multi-step workflows.
An overview of Google's Genkit framework for generative AI in JavaScript/TypeScript, covering its history, key features like flows and observability, multi-language support, and where it excels or falls short compared to other frameworks.
Learn to build a resilient multi-cloud architecture using AWS Transit Gateway and Azure ExpressRoute for cross-region failover, avoiding VPN bottlenecks and split-brain scenarios.
Learn how to automatically restore your entire macOS workspace—apps, windows, browser profiles, Spaces, and terminal state—using the right tools.
Learn how the Coding Agent Harness, a Rust-based sandbox, secures AI coding agents with five critical patterns: sandboxed execution, tool scoping, time/token budgets, network controls, and audit logging.
Learn how Coding Agent Harness, a Rust-based sandbox, protects AI programming agents through sandboxed execution, granular permissions, and audit logging. Essential security modes with code examples.
Discover how LLMs compress hours of manual OSINT into minutes through automation, synthesis, and pattern recognition, and learn about the new attack surface this creates.
Reading Ruler, a Chrome extension for focused reading, is now on the Web Store. One-click install, customizable overlay. Developer urges user feedback to shape future updates. Install, try, and share your thoughts.
A technical guide to restartable sequences, TCMalloc's API violation, and Hyrum's Law in kernel development, with step-by-step analysis and common mistakes.
Learn how Prolly trees combine B-trees and content addressing to enable version-controlled databases, with step-by-step implementation ideas and common pitfalls.
A guide on evaluating open source security risks in healthcare, using the NHS repository closure decision as a case study, with steps to balance transparency and safety.
A step-by-step tutorial on applying security updates across AlmaLinux, Debian, Fedora, Oracle, Red Hat, Slackware, and SUSE. Covers identification, installation, verification, and common pitfalls.
Google's Project Toscana IR Face Unlock may miss Pixel 11 debut due to development delays, despite successful internal testing.
A Google Family Link bug blocks outgoing calls on supervised devices; workarounds exist but are inconsistent, and safety concerns arise.
Spotify may add playback speed control for music, based on code leaks. Already popular in podcasts, this long-requested feature could debut with Spotify HiFi, offering flexibility for learning, workouts, and accessibility.
T-Mobile's satellite backup now works in Canada and New Zealand via Starlink, with reciprocal roaming for Rogers and One NZ customers. Limited to texts, it's a safety net for off-grid travelers.