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 RAG pipelines and OpenTelemetry observability to ensure AI agents are scalable, cost-effective, and transparent in real-world applications.

Genkit is an open-source framework designed to help developers build production-ready, agentic AI applications using TypeScript, Go, Dart, and Python. The framework utilizes a powerful middleware system that intercepts generation calls to inject custom behaviors like retries, model fallbacks, and human-in-the-loop tool approvals. By attaching hooks at the generate, model, and tool layers, developers can ensure high reliability and deterministic control over model outputs. Furthermore, Genkit allows for the creation and stacking of custom middleware, all of which can be inspected and debugged through a dedicated Developer UI.

How to transition from stateless chatbots to production-grade agents capable of managing long-running enterprise workflows, such as HR onboarding, that span days or weeks. It introduces the Agent Development Kit (ADK) and its architectural shifts, specifically using durable state machines and persistent session storage to ensure an agent never loses context during "idle time" or server restarts. By leveraging event-driven webhooks and multi-agent delegation, the tutorial demonstrates how to build resilient systems that "sleep" during pauses and wake up to resume complex tasks with high reasoning accuracy.

Trump’s China summit brought Nvidia, Apple, and Tesla leaders into talks shaped by AI chips, trade pressure, and market-access demands.

The post Trump’s China Summit Turns Into a Big Tech Power Play appeared first on TechRepublic.

Integration of Arm Scalable Matrix Extension 2 (SME2) and the Google AI Edge software stack enables high-performance, on-device generative AI by turning the CPU into a powerful matrix-compute accelerator. Using Stability AI’s "stable-audio-open-small" model as a case study, it outlines a streamlined "Convert, Optimize, and Deploy" pipeline that utilizes LiteRT, XNNPACK, and KleidiAI to automate hardware acceleration. The resulting implementation achieves over a 2x speedup in audio generation and a 4x reduction in memory usage while maintaining high audio quality on Arm-powered mobile devices and laptops.

Google Cloud has introduced a high-performance integration that connects Rapid Storage directly to PyTorch via the fsspec interface to eliminate AI training bottlenecks. By utilizing Google’s Colossus architecture and bidirectional gRPC streaming, the solution offers up to 15 TiB/s aggregate throughput and significant reductions in latency. These improvements allow developers to speed up total training time by 23% with zero code changes required beyond updating the storage bucket type.

The Google Cloud AI Agent Bake-Off highlights a shift from simple prompt engineering to rigorous agentic engineering, emphasizing that production-ready AI requires a modular, multi-agent architecture. The post outlines five key developer tips, including decomposing complex tasks into specialized sub-agents and using deterministic code for execution to prevent probabilistic errors. Furthermore, it advises developers to prioritize multimodality and open-source protocols like MCP to ensure agents are scalable, integrated, and future-proof against rapidly evolving model capabilities.

Google previewed Android 17 with Gemini AI tools, AirDrop-style sharing, privacy upgrades, multitasking changes, and stronger security controls.

The post Top New Features in Android 17 You’ll Notice This Year appeared first on TechRepublic.

Microsoft is retiring “Copilot Mode” in Edge as it builds AI browsing tools directly into Edge on desktop and mobile.

The post Microsoft Retires ‘Copilot Mode’ as Edge Gets Built-In AI Tools appeared first on TechRepublic.

Kevin O’Leary’s Wonder Valley data center project faces scrutiny as job estimates shift and Utah residents raise environmental concerns.

The post Kevin O’Leary’s ‘Wonder Valley’ Data Center Advances as Job Estimates Shift appeared first on TechRepublic.

Apple expanded Limit Precise Location in iOS 26.5, but the carrier privacy feature still requires select iPhones and iPads.

The post Apple’s iPhone Privacy Feature Expands to More Users Worldwide appeared first on TechRepublic.

Google I/O returns May 19–20 to showcase major updates in AI, Android, Chrome, and Cloud, beginning with a keynote on the "agentic era" of development. The event will focus on new tools designed to automate complex workflows and simplify the creation of high-quality, AI-ready applications. Attendees can register to access live sessions, technical demos, and professional development resources both live and on-demand.

Google has released version 1.0.0 of the Agent Development Kit (ADK) for Java, introducing powerful new features like Google Maps grounding, built-in URL fetching, and a standardized Agent2Agent protocol for cross-framework collaboration. The update enhances agent control through a new "App" and "Plugin" architecture, which allows for global logging, automated context window management via event compaction, and "Human-in-the-Loop" workflows for action confirmations. Additionally, the release provides robust session and memory services using Google Cloud integrations like Firestore and Vertex AI to manage long-term state and large data artifacts.

Here is a recap of what happened in the search forums today...

Blue Origin may seek outside funding for the first time as it looks to scale launches, compete with SpaceX, and expand its space business.

The post Jeff Bezos’ Blue Origin May Need Outside Cash to Catch SpaceX appeared first on TechRepublic.

LinkedIn is cutting jobs and trimming spending across major teams despite revenue growth, as the Microsoft-owned company refocuses priorities.

The post LinkedIn Cuts Jobs Despite Revenue Growth as Tech Layoffs Keep Spreading appeared first on TechRepublic.

Over the past day or so, I am seeing a large spike in signs that there is Google search ranking movement and volatility. This is between the SEO community chatter spiking, as well as some of the tools showing some big volatility swings.

Google announced that GA4, Google Analytics, has a new AI Assistant traffic measurement. This allows you to track AI chatbot traffic, like from ChatGPT, Gemini, and Claude. This is through a new AI Assistant channel in your Default Channel Group reports.

Google is expanding its vehicle ads to support more vehicles in the United States. Specifically, All-Terrain Vehicles (ATVs), RV's Utility Task Vehicles (UTVs), and non-motorized trailers, such as travel trailers and campers are now supported in Google Vehicle Ads.

Google sent out emails to some advertisers notifying them that after June 10, 2026 they will automatically link your Google Ads account with your YouTube channel. Linking them will give Google Ads data on your YouTube channel.