
Beyond the Hype - Microsoft Build & Google I/O Unpack the Agent Revolution
Unpack the AI Agent revolution from Microsoft Build & Google I/O. Get key updates on Azure AI, Google's vision, and new tools.
If a concept gets talked about for over six months in tech, it’s a fundamental shift. Let’s explore what this means for our future.
Decoding Agents at Microsoft Build - Azure AI Foundry Takes Center Stage
Microsoft Build 2025 sent a clear signal: the future of enterprise AI is agentic, and Azure AI Foundry is leading the charge.
- Expanded Model Catalog & Smart Routing:
- New models like Grok 3 (xAI, available now), Flux Pro 1.1 (Black Forest Labs, soon), and Sora (preview via Azure OpenAI in Foundry Models, soon).
- New Smarter Model System automatically selects the optimal Azure OpenAI model per prompt, boosting quality and cutting costs.
- Azure AI Foundry Agent Service GA:
- Now Generally Available for designing, deploying, and scaling robust, production-grade AI agents with ease.
- Multi-Agent Orchestration:
- New workflows provide a stateful layer for managing context, handling errors, and maintaining long-running processes (e.g., financial approvals, supply chain).
- Agentic Retrieval in Azure AI Search:
- A new multi-turn query engine designed for complex questions. It uses LLMs to break down queries, runs parallel searches, and compiles comprehensive, cited answers for smarter agent information access.
- Always-On Observability (Preview):
- New Foundry Observability features for end-to-end monitoring and diagnostics (latency, throughput, usage, quality).
- Detailed trace logs of agent reasoning steps and tool calls for accountability in production.
Read More: Azure AI Foundry: Your AI App and agent factory by Asha Sharma
Conversation with Elon Musk: Satya Nadella at Microsoft Build 2025
Google I/O: Agents Evolve – Smarter, More Collaborative, and Developer-Ready
Google I/O showcased significant strides in intelligent agents, highlighting their evolution from tools to collaborative partners.
Here’s a quick rundown of the key announcements:
- Project Mariner’s Agent Mode: This research prototype, now with multitasking and “teach and repeat” features, is bringing its computer-use capabilities to developers via the Gemini API, enabling agents to interact with the web and perform tasks.
- Agent Development Kit (ADK) Advancements:
- Python ADK v1.0.0 Stable Release: Now production-ready, offering a reliable platform for building and deploying agents.
- Java ADK v0.1.0 Initial Release: Extending ADK capabilities to the Java ecosystem.
- Agent Engine UI: A new user-friendly interface within the Google Cloud console for simplified deployment, management, monitoring, and debugging of agents in production.
- Enhanced Agent2Agent (A2A) Protocol:
- Updated A2A protocol specification (v0.2): Featuring support for stateless interactions and standardized authentication for more lightweight and secure communication.
- A2A Python SDK Release: Simplifies integration and building with the A2A protocol.
- Growing Ecosystem: Increased industry adoption and new partners supporting A2A for multi-agent systems.
Conclusion
I want to emphasize that the agent revolution isn’t just about technological advancement; it’s about a profound shift in how we approach problem-solving, productivity, and innovation. The insights from Microsoft Build and Google I/O underscore a future where intelligent agents become indispensable partners in our work, augmenting our capabilities and freeing us to focus on higher-order challenges.