Polong Lin (@polonglin) header
Polong Lin (@polonglin) profile picture

Polong Lin

@polonglin

Agent Development Kit (ADK) & DevRel @ Google Cloud. Vegan 🌱. My tweets are my own.

 London, UK
linkedin.com/in/polonglin/
Joined June 2015
  • Tweets838
  • Following764
  • Followers5.3K
71Media
Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)Photo by Polong Lin (@polonglin)
📢 We're hosting the 5-Day AI Agents Intensive course with Google on November 10 - 14. We’d love for you to join! This no-cost course is designed to help you explore the foundations and practical applications of AI agents. You'll get hands-on with daily codelabs, live seminars, Q&A with Google researchers, and a chance to build your portfolio with an optional Capstone Project (with prizes!). Register here: rsvp.withgoogle.com/events/g…
5-Day AI Agents Intensive Course with Google

5-Day AI Agents Intensive Course with Google

Join our 5-day AI Agents Intensive Course with Google, November 10–14, to learn how to build, evaluate, and deploy agents.

rsvp.withgoogle.com
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Agent Plugin combine Skills, MCP and tools in a single movable folder. Build it once, use it everywhere.
Image from Shubham Saboo (@Saboo_Shubham_)
Google Cloud Tech (@GoogleCloudTech) profile pictureGoogle Cloud Tech
@GoogleCloudTechAug 13
Agent Plugins: Build it once, use it everywhere.
Agent Plugins are the future of Agent Skills

Agent Plugins are the future of Agent Skills

Article · @GoogleCloudTech
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me 🤝 open-source models am planning a sensor project (giving plants a voice to complain when their moisture levels get too low or too high! 🌱) using Gemma 4 (2B) for text generation and Qwen3-TTS for text-to-speech, and the quality has gotten *wild* $0!!
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Polong Lin retweeted
Kaggle (@kaggle) profile picture
Kaggle
@kaggle3 Nov 2025
📢 We're hosting the 5-Day AI Agents Intensive course with Google on November 10 - 14. This no-cost course is designed to help you explore the foundations and practical applications of AI agents. Registration closes tomorrow at 11:59pm PT: rsvp.withgoogle.com/events/g…
Announcement for the 5-Day AI Agents Intensive course with Google, November 10–14. Registration is open worldwide until November 4th, 11:59pm PT.

ALT Announcement for the 5-Day AI Agents Intensive course with Google, November 10–14. Registration is open worldwide until November 4th, 11:59pm PT.

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Use any #LLM with your ADK for @Java #AI #agent thanks to the integration with @langchain4j With some examples calling local models too, with @Docker Model Runner and @ollama developers.googleblog.com/en…
Google for Developers Blog - News about Web, Mobile, AI and Cloud

Google for Developers Blog - News about Web, Mobile, AI and Cloud

developers.googleblog.com
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✅ SUPPORTED: One-Line ADK CLI Deployment to Vertex AI Agent Engine! Many of you asked, and we've simplified the process: transitioning from an ADK agent to a scalable agent on Vertex AI is now just a single command. The Agent Development Kit (ADK) CLI now directly deploys your agent to Vertex AI Agent Engine, our fully managed, scalable runtime. Check out the new docs to try the ADK CLI with Agent Engine! 👉 Docs: google.github.io/adk-docs/de…
Image from Ivan Nardini (@ivnardini)
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Polong Lin retweeted
Kaggle (@kaggle) profile picture
Kaggle
@kaggle2 Sep 2025
📌 Mark your calendars: Nov 10 - 14! The 5-Day AI Intensive Course with @Google is back, and this time we're diving into AI Agents! A no-cost, hands-on course to explore, build, and deploy the next generation of AI agents. Learn more 👇 rsvp.withgoogle.com/events/g…
5-Day AI Agents Intensive Course with Google

5-Day AI Agents Intensive Course with Google

Join our 5-day AI Agents Intensive Course with Google, November 10–14, to learn how to build, evaluate, and deploy agents.

rsvp.withgoogle.com
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Hello Gemini 2.5 Flash-Lite! So fast, it codes *each screen* on the fly (Neural OS concept 👇). The frontier isn't always about large models and beating benchmarks. In this case, a super fast & good model can unlock drastic use cases. Read more: blog.google/products/gemini/…
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Exciting to see #agentdevelopmentkit working with @AgentOpsAI for agent observability!!! #adk
Dwij🧃 (@dwijptl) profile pictureDwij🧃
@dwijptl3 Jun 2025
Just got to enhance #GoogleADK Instrumentation, It records Subagents and tools with tons of more info now. Visualizing all of this using @AgentOpsAI makes life so much easier!!
Image from Dwij🧃 (@dwijptl)
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I thought I was at a disadvantage coming from a psych bkgd coming into tech 10+ yrs ago. Nowadays I feel like I’m just reliving those psych days but through the lens of AI & engineering. It’s why I love thinking about where our living world meets that of agents.
Ivan Nardini (@ivnardini) profile pictureIvan Nardini
@ivnardini1 Jun 2025
Neurons that fire together wire together – a simple principle that contributes to explaining learning and memory.
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Great collection of agent examples built using #AgentDevelopmentKit (#ADK) from @nebiusaistudio , from an AI trends analyzer to job finder agent examples!
Nebius Token Factory (@nebiustf) profile pictureNebius Token Factory
@nebiustf28 May 2025
Just dropped: ADK-Agent-Examples! Build AI agents with @Google's Agent Development Kit + Nebius AI Studio. From multi-agent pipelines to tool integrations, it’s a playground for LLM-powered apps. 🧠 Powered by @AIatMeta Llama 3, @Alibaba_Qwen 3, @deepseek_ai R1, via Nebius AI’s Open Source Model API. 👉github.com/Astrodevil/ADK-Ag…
Image from Nebius Token Factory (@nebiustf)
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Here are 9 agents built using Google’s Agent Development Kit (ADK) 🧵
Google's Agent Development Kit (ADK) integrates with AgentOps through a minimal-code approach that enhances observability and compliance for AI agent systems. With just a few lines of initialization code, developers gain comprehensive tracking capabilities for every agent interaction, not just LLM calls. This integration creates detailed audit trails essential for compliance requirements and security monitoring, automatically detecting potential issues like PII leaks and prompt injection attacks. The partnership enables point-in-time debugging with session replays and execution graphs, giving engineers visibility into complex multi-agent workflows. For compliance teams, it provides the documentation needed for governance and regulatory requirements while tracking token usage and costs. This integration aligns with Google's vision of making agent development more software-like, with built-in logging, monitoring, and evaluation tools that help organizations deploy reliable AI systems

ALT Google's Agent Development Kit (ADK) integrates with AgentOps through a minimal-code approach that enhances observability and compliance for AI agent systems. With just a few lines of initialization code, developers gain comprehensive tracking capabilities for every agent interaction, not just LLM calls. This integration creates detailed audit trails essential for compliance requirements and security monitoring, automatically detecting potential issues like PII leaks and prompt injection attacks. The partnership enables point-in-time debugging with session replays and execution graphs, giving engineers visibility into complex multi-agent workflows. For compliance teams, it provides the documentation needed for governance and regulatory requirements while tracking token usage and costs. This integration aligns with Google's vision of making agent development more software-like, with built-in logging, monitoring, and evaluation tools that help organizations deploy reliable AI systems

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Feeling overwhelmed by all the Google I/O news? I've got you. My personal take on the 4 most impactful Agent updates for A2A and the Agent Development Kit (ADK). Thread 🧵👇
Image from Erwin Huizenga (@EHuizenga)
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Polong Lin retweeted
Steren (@steren) profile picture
Steren
@steren20 May 2025
🚀Today at #GoogleIO, we're making AI deployments easier by introducing 3 new ways to deploy your apps to Cloud Run: 1⃣ Deploy AI Studio apps to Cloud Run in a click 2⃣ Deploy Gemma 3 to Cloud Run in a click from AI Studio 3⃣ Deploy code to Cloud Run from any MCP client with a new MCP server
Image from Steren (@steren)
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Big A2A and ADK news from Google I/O. 📢 Today, we're announcing: 1️⃣An A2A Python SDK AND an updated A2A protocol spec (v0.2) 2️⃣A new Java SDK for Agent Development Kit (ADK) AND the v1.0.0 stable release of the Python ADK. Learn more 👇 developers.googleblog.com/en…
Google for Developers Blog - News about Web, Mobile, AI and Cloud

Google for Developers Blog - News about Web, Mobile, AI and Cloud

developers.googleblog.com
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Fine-tuning and deploying open models can be challenging. @ivnardini and I documented how you can fine-tune and deploy @GoogleDeepMind's Gemma 3 on Vertex AI. Check it out and let us know your thoughts! 👇 youtube.com/watch?v=pC2DhFJQ…
Get started with Gemma 3 on Vertex AI

Get started with Gemma 3 on Vertex AI

Simplify AI model deployment and tuning with Vertex AI! This video ...

youtube.com
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Gemini 2.5 Pro just got an upgrade. It' got better at coding, with significant gains in front-end web development, editing, and transformation. We also fixed a bunch of function calling issue. You can access it as gemini-2.5-pro-preview-05-06 on VertexAI and AIStudio More details in 🧵
Image from Erwin Huizenga (@EHuizenga)
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Excited to announce the winners of the Gen AI Intensive Capstone 2025Q1! Congratulations to all the winning teams and honourable mentions!
Kaggle (@kaggle) profile pictureKaggle
@kaggle1 May 2025
🏆 Announcing the Winners of the Gen AI Intensive Capstone 2025Q1! 🎉 We're excited to announce the top 10 teams and additional honourable mentions who showcased exceptional creativity & technical skill using Generative AI! Check out their innovative projects & learn more about their submissions: kaggle.com/competitions/gen-…
Image from Kaggle (@kaggle)
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Polong Lin retweeted
Chong-U (@chongdashu) profile picture
Chong-U
@chongdashu29 Apr 2025
Google's Agent Development Kit (ADK) is a framework to easily build AI agents. When MCP released, only a few people realised how powerful it was. Don't sleep on it like MCP! Here's a beginner's guide to ADK built with Cursor.
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Google now lets you build, manage, evaluate, and deploy multi-agent systems! Here are 10 of the best projects built with Google’s Agent Development Kit (ADK) 🧵 (save for later)
Agent Development Kit (ADK) from Google and AgentOps (www.agentops.ai) Agent observability with Agent Development Kit (ADK) from Google Agency (www.agen.cy) Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents. ADK can be used with popular LLMs and open-source generative AI tools and is designed with a focus on tight integration with the Google ecosystem and Gemini models. ADK makes it easy to get started with simple agents powered by Gemini models and Google AI tools while providing the control and structure needed for more complex agent architectures and orchestration.

ALT Agent Development Kit (ADK) from Google and AgentOps (www.agentops.ai) Agent observability with Agent Development Kit (ADK) from Google Agency (www.agen.cy) Agent Development Kit (ADK) is a flexible and modular framework for developing and deploying AI agents. ADK can be used with popular LLMs and open-source generative AI tools and is designed with a focus on tight integration with the Google ecosystem and Gemini models. ADK makes it easy to get started with simple agents powered by Gemini models and Google AI tools while providing the control and structure needed for more complex agent architectures and orchestration.

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