Enterprise AI deployment outpaces governance, making ethics the operational foundation to avoid institutional harm.

Meta launches Adaptive Ranking Model for ads, solving inference trilemma with LLM-scale models achieving +5% CTR and +3% conversions on Instagram, bending the scaling curve for real-time serving.

Meta's KernelEvolve autonomously optimizes kernel code across diverse chips, delivering up to 60% performance gains and compressing weeks of human work into hours.

Meta deploys 50+ AI agents to map 4,100-file pipeline, achieving 100% code coverage and 40% fewer errors.

Meta's config rollout system uses canary tests, progressive rollouts, and AI to catch regressions and reduce alert noise, engineers reveal.

Meta migrates 50+ WebRTC use cases to dual-stack architecture, breaking free from maintenance nightmare of divergent fork.

Meta completes internal post-quantum cryptography migration, shares framework and PQC Migration Levels to help industry defend against SNDL attacks.

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.

Google's Project Toscana IR Face Unlock may miss Pixel 11 debut due to development delays, despite successful internal testing.