The Accelerate AI with Cloud Run tour is headed to Europe! 👉 Register at goo.gle/accelerate-ai Join me and the Google team in a hands-on workshop near you: 📍 Dublin: Oct 29 goo.gle/accelerate-ai-dublin 📍 Munich: Oct 31 goo.gle/accelerate-ai-munich 📍 Paris: Nov 4 goo.gle/accelerate-ai-paris

Yes, you still need code quality checks in the era of AI. Different prompts, context, and models lead to different outcomes. Ruff unifies a litany of Python tools to do the job. Pro tip: send any issues it can't fix automatically to the Gemini CLI. Read more: medium.com/google-cloud...

Want to use models from Google's Vertex AI Model Garden with an OpenAI-compatible API? My new video shows how to set up LiteLLM as a local proxy to do just that. Simplify your workflow and call models like Qwen, DeepSeek, and more through a unified interface. www.youtube.com/shorts/ntI5A...

In-browser #AI semantic search 🧠 with Google's new #EmbeddingGemma embedding model and @hf.co's #Transformersjs Gain enhanced privacy, zero server costs, low-latency results directly on your device.👇 glaforge.dev/posts/2025/0...

Gemini CLI + Zed feels wonderfully natural. I got into the flow within minutes: 1. brew install --cask zed (on macOS) 2. Select "New Gemini CLI Thread" 3. Install Gemini CLI (if needed) Learn more in this walkthrough: www.youtube.com/shorts/fAl--...

Do you need Docker installed to work with container images and repositories? Not necessarily. With Skopeo, you can do LOTS of things without a daemon process or root access. 👉 Learn more: cloud.google.com/blog/topics/...

The all-new Gemini 2.5 Flash Image model is built different. I had a blast mixing together multiple images and text! 👉 Try it out in AI studio: ai.dev 📖 Read all about it: developers.googleblog.com/en/introduci...

"Relying on a single model forces an unnecessary compromise. Use a top-tier model for everything, and you pay a premium for power you don’t always need. Use a smaller model for everything, and you sacrifice quality on complex queries... Model routing is designed to solve this optimization problem."

Are you using 🔥 Hono yet? It's been benchmarked at 2x the speed of Express with 1.5M weekly downloads. Now's your chance to get up to speed on building a production API in minutes! youtu.be/WyZvPdnW-XU

My top 5 AI feeds right now for AI devs: 💠 latent.space: The "AI Engineer" podcast 🏭 goo.gle/agent-factory: No-fluff AI agent content ⚙️ MLOps.community: The hub for production AI practitioners 🗣️ MLST.ai: Deep technical interviews with researchers 🧱 humanloop.com/podcast: Insights from AI builders

How fast is #gemma3 270M out of the box on a @raspberrypi.com 5? About 30 tok/s on CPU for the Q4_0 model using #ollama. Tried using #llamacpp, got about 32 tok/s. 🤯 Extremely promising for edge compute with no accelerator! Model is only ~250Mb on disk. Can't wait to fine-tune for my IoT projects 👨‍💻

How you store, access, and manage your model artifacts has a profound impact on your entire AI pipeline. Read about the best practices in this latest guide: cloud.google.com/blog/topics/...

Want to take your AI project from a cool demo to a real-world application? 🚀 Get ready in "Accelerate AI with Cloud Run," a free, full-day, hands-on developer workshop! 👉 goo.gle/accelerate-ai Registration is now open for our first tour in North America. Seats are limited!

Directly accessing your model from a storage bucket can drastically shrink your container image size and load times. Cloud Storage FUSE is the bridge that can link your container to object storage. 🎬 Video: www.youtube.com/shorts/J3KP0... #aidevelopment #cloudcomputing #cloudrun #cloudstorage

Gradio is now pre-installed in Google Colab! It’s easier than ever to include demos and visualizations in your notebooks.

Roo Code and Gemini are a powerful combination. Together, they provide agentic development using a large context window, and whole codebase indexing with embeddings. Read more: goo.gle/3GYMRWo

What if the best practices for high-performance inference, like intelligent load balancing, smart autoscaling, and workload prioritization, were baked into your serving platform? That's the promise of GKE's Inference Gateway. Ready to try it out? 👉 goo.gle/3GMm4N3

For years, I've installed Node packages with `npm install -g`. Using the Gemini CLI daily got me thinking if there's a better way. Now, my recommendation is `pnpm dlx`. That is, the *performant* npm with the "Download and Execute" command. Read all about it: goo.gle/44W8vCW

Looking for a timely, no-fluff source of AI information? 👉 Tune into the Agent Factory: goo.gle/46cbkSC Check out what's in episode #2: * The move to "Software 3.0" * "Context Engineering" techniques * A breakdown of multi-agent patterns (Supervisor vs. Swarm) * How to debug agents in the cloud

Batch Mode is now supported in the Gemini API! Submit thousands of prompts as a single job, reducing costs and simplifying your infrastructure. ✅ Priced at 50% less ✅ Higher rate limits ✅ Results in < 24 hours 👉 Read the full guide here: goo.gle/4eBuaV6

Ensuring your web app works flawlessly after every change can be a complex, time-consuming task. Now you can write tests by simply tell an AI agent what to do. 📝 Read the full guide: goo.gle/3TrZBYo 📺 Watch the video demo: goo.gle/3TrZBHS 💻 Explore on GitHub:

Ready to automate the web with AI? 🤖 My new video breaks down the powerful open-source library browser-use. When paired with a cutting-edge model like Google's Gemini 2.5 Pro, you can automate complex, multi-step tasks with a single command. ➡️ Find out more: goo.gle/3ThkLZ7

How can you level up your database skills with the Gemini CLI? Read how to: * Query with natural language * Export data for reports and analysis * Design and alter database schemas * Generate realistic test data * Optimize performance * Diagnose and repair your database medium.com/google-cloud...

more open models? yes please! Welcome Magenta Realtime! 🎷Music generation model ⚡️Real-time 👀Permissive license 🤏800 million parameters And it's Google's 1000th model published at Hugging Face!🤯 magenta.withgoogle.com/magenta-real...

My favorite AI tip for getting answers you can trust? ✅ Use "Grounding with Google Search" to get verifiable sources for any prompt. Ready to try it? ✨ Go to ai.dev to use it in AI Studio Are you a dev? 👩‍💻 Review the API docs at goo.gle/4ehl13V 🎥 Watch the video: youtube.com/shorts/waAsW...

How could you migrate a JavaScript codebase to TypeScript? Helpful lessons for any language migration here with Gemini 2.5 Pro and Cline, including preparation steps and a robust prompt. The final result? Over 60% time saved over manual migration. felix-arntz.me/blog/migrati...

Big news for developers building with AI on Google Cloud: 🔹 Gemini 2.5 Flash & Pro are now Generally Available. 🔹 Gemini 2.5 Flash Lite is now in Preview. Find out more: goo.gle/443Fuol

"Vibe coding" is fun, but what do you do after the code is generated? "Vibe deployment" can take you from a prompt to a deployed, scalable app in seconds. Here's a look at the entire process.

Know a college student? 🎓They can get a FREE one-year upgrade to the Gemini Google AI Pro plan before June 30th! Turn notes into study guides 📚, proofread essays ✍️, and get homework help with Gemini. Available for students (18+) in 🇺🇸🇬🇧🇧🇷🇯🇵🇮🇩. 👉 Sign up: gemini.google/students

What patterns are emerging in software development? I had a great discussion with Muhammad about the future of coding, the evolution of AI agents, and the new tools we're building at Google. Check out our full conversation: www.youtube.com/watch?v=bpqJ...

“RL could be the last paradigm needed before AGI. The opportunity is massive and thus the investment is as well… Let’s see what it is going to take to get there.”

How could you discover clues that content might be AI-generated? I found top words and key insights from #Gemini Flash 2.5: 🧭 Roadmapping the answer to come: "Let's breakdown" 🧐 Definitive answers: "crucial" and "comprehensive" 🙌 Enthusiastic language: "great question"

🚀 The #Gemini Embedding model (gemini-embedding-001) is now GA on #VertexAI! 🪆 Want to learn about a key innovation under the hood of this model? My new video explains Matryoshka Representation Learning (#MRL). www.youtube.com/shorts/VQosE...

This week, the Agent2Agent Python SDK has been released, along with an updated v0.2 spec. To showcase these new capabilities, the Agentic Trading sample has been updated. A trader agent proposes trades and a risk agent approves these trades. 👉 github.com/kweinmeister...

Today is a huge day for Google's Agent Development Kit. The Python #ADK has reached v1.0, and the Java ADK has been launched! 🎉 With 30% of professional developers using Java (StackOverflow 2024 survey), Google has unlocked AI agents for the enterprise. www.youtube.com/shorts/7ZM3j...

In this 2-minute explainer, I dive into AlphaEvolve, an evolutionary coding agent from that's pushing the boundaries of #AI in scientific and algorithmic discovery. youtube.com/shorts/P9MJP...

How can you stretch #Gemini 2.5's huge 1M token context window even further? I took the 56M token Google Cloud python-docs-samples repo and made it fit – and documented the entire process! Here's a thread on the step-by-step. 🧵

Something really cool just happened to Gemini 2.5 Pro. It's got an upgrade that's... well, let's just say you're going to be impressed. 😉 Curious about all the details? ➡️ blog.google/products/gem... Experience the new #Gemini 2.5 Pro in AI Studio: 👉 aistudio.google.com/prompts/new_...

Build a RAG for YOUR codebase in 5 easy steps! 🚀 Query w/ natural language using Gemini & Vertex AI RAG Engine, and chat in Vertex AI Studio. 🎬 Video: youtube.com/watch?v=sgKB... 📖 Article: medium.com/google-cloud... 💾 Notebook: github.com/kweinmeister...

Ready to build the next gen of AI-powered security workflows? 🛡️ Open-source MCP server implementations for Google Cloud Security offerings, along with a Google #ADK agent client, are now here! 💻 GitHub: github.com/google/mcp-s... ✍️ Blog: www.googlecloudcommunity.com/gc/Community...

🚀 Qwen3 has dropped! 📐 0.6B - 235B model sizes: “Qwen3-4B can rival the performance of Qwen2.5-72B-Instruct” 🧠 Hybrid thinking and non-thinking modes 🤖 Improved agentic capabilities 🌎 Multilingual support with 119 languages Blog: qwenlm.github.io/blog/qwen3/ It’s working great on Google Cloud!

🤯 What if algorithms like PCA, K-Means, SimCLR, and CLIP shared a common connection? Discover the I-Con framework, a groundbreaking "Periodic Table" for Machine Learning. 🎥 Short video explainer: www.youtube.com/shorts/MUM7O... 📝 Full paper: mhamilton.net/icon

Want to build AI agents on an architecture you can trust? Consider Google's ADK for self-contained agents, and A2A to connect your agents using an open protocol. Find out more: 📝 Blog post: medium.com/google-cloud... ⚙️ Code sample: github.com/kweinmeister... 🎬 Video: www.youtube.com/watch?v=EB-g...

Looking for a step-by-step map for #AI agents on @GoogleCloud? I've got you covered, from building with #ADK to accessing tools with #MCP and interoperability with #A2A. Blog post: medium.com/google-cloud... #Gemini #VertexAI #CloudRun #Agents

Are you ready to try out Google's new #Agent Development Kit (ADK)? Build and deploy your first agent on #CloudRun in less than 5 minutes! 👉 medium.com/google-cloud...

🚀 Gemini 2.5 Pro now in Preview in Google AI Studio & #Gemini API! 👉 Try it out: ai.dev ℹ️ New rate limits for paid usage, and free tier still available.

The coding-focused OpenHands LM was announced yesterday. At 32B parameters, it's showing an impressive 37.2% resolve rate on the SWE-Bench Verified benchmark. My latest guide shows how to serve it on GKE in Google Cloud using vLLM in about 10 minutes. medium.com/google-cloud...

Want to pair Rust's safety & performance with the simplicity of serverless? 🙋 Yes, please! Walk through deploying a #Rust Axum app on #CloudRun, complete with talking to #GoogleCloud services (using experimental libs!) medium.com/google-cloud...

Ever wondered what that old lamp in your attic is worth? 🤔 I built an AI-powered app using Google's #Gemini to estimate the value of household items! Check out my new video to see how it works, and how I deployed it on Google Cloud with Cloud Run. 📹 YouTube video: www.youtube.com/watch?v=OgWG...

Google calls Gemma 3 the most powerful AI model you can run on one GPU