LLM Checker recommends the best model for your hardware. It scans 200+ Ollama models for optimal quality, speed, fit, and context. Here it selects Gemma 3 270M to run my coding task.

Need to automate deep research? Use the Gemini Interactions API with the right async pattern. 🧵

Big news for fast and cost-efficient AI! Gemini 3.1 Flash-Lite is here: ⚡️ 2.5X faster Time to First Token 📉 $0.25 per 1M input tokens 🧠 Thinking levels for control over reasoning blog.google/innovation-a...

Did you know there's a benchmark for writing quality? Hemingway-bench from Surge AI goes beyond "vibes" and robotic checks, to measure coherent and relatable storytelling.

3 tips to build resilience into your GenAI application: ⏳ Use exponential backoff for API calls, ideally directly in the SDK 🔌 Apply a circuit breaker during instability to prevent cascading failures 🖼️ Use "skeleton components" for loading to improve perceived performance

Watch out for 4 pitfalls when you create infographics. Nano Banana 2 🍌 can help you out!

Are you using the skills CLI? My Gemini CLI and Google Antigravity skills are well-organized, thanks to this great tool from Vercel.

Want to try out two awesome pieces of tech? Cloud Run now supports NVIDIA RTX 6000 Pro GPUs with 96GB VRAM and scale-to-zero inference. And the new Qwen 3.5 multimodal models are achieving outstanding benchmark results.

I automated my video production process with an agent skill. The skill helps to summarize my transcript, read timestamps from a caption file, and validate its own voice and hashtags. Agent skills are a big time-saver, and not just for coding! www.youtube.com/shorts/2D1CS...

Reasoning has been supercharged in Gemini 3.1 Pro, and your agents will benefit. Industry-leading abstract thinking translates into strong performance on agentic workflows and MCP tool-calling.

What are the trends shaping agent discoverability and interoperability? 🧵 A2A and UCP have laid the groundwork for agent communication and commerce. Let's walk through new proposals being discussed in the AI community, and how they could help.

The "Car Wash Test" is making the rounds. Try asking your favorite model if you should walk or drive to a car wash that's 50 meters away. Is failing the test a sign of poor reasoning, or is it just an underspecified prompt? What are your thoughts?

Not only is Valentine's Day ♥️ approaching - the 2026 Build with AI North America Tour is kicking off tomorrow! I'm here in Dallas to keynote two action-packed days. And yes, we still have a few spots available! 👉 Registration for Dallas and 5 more cities: cloud.google.com/blog/topics/...

The new Developer Knowledge MCP Server ensures your agent is always building with Google's latest, verified documentation. You'll see how to install it and use it with Gemini CLI. Whether you're building with Firebase, Android, or Cloud -- you'll want to add this MCP server. youtu.be/oKT1JN8LAIw

Warsaw! 🇵🇱 Ready to build production-grade AI? Join the Accelerate AI with Cloud Run workshop at Google for Startups Campus. We’re going hands-on with: ✅ ADK ✅ GPU acceleration ✅ MCP Servers Limited spots available for Feb 17th! 👇 #GoogleCloud #CloudRun #AI #Warsaw

Do you ❤️ a single codebase for web, Android, and iOS? Do you also ❤️ a smooth serverless developer experience? 👉 Streamline your architecture with Flutter on Cloud Run: cloud.google.com/blog/topics/...

Great news for Google AI Pro and Ultra subscribers: Google Developer Program premium benefits are now included! Start building on Google Cloud with $10/mo in credits for Google AI Pro and $100/mo for Google AI Ultra. Read more: blog.google/innovation-a...

Performance optimization is often missing in the AI-assisted SDLC. Here’s my 4 step process for graduating from "it works" to "it scales" (and saves you money). 🧵👇

How has the DEV Community reduced spam with Gemini? A two-step process: 1. Deterministic algorithm for obvious issues 2. Judgment calls go to the Gemini 3 API Read more about how @dev.to did it, including the prompt they're using! dev.to/devteam/figh...

"While Python remains popular for model training and research, the requirements for serving and orchestrating AI agents align closely with Go’s strengths: low latency, high concurrency, and type safety." medium.com/google-cloud...

ONNX is an open format for packaging models, with GenAI extensions in preview. Learn how to use it interchangeably across GPU, CPU, and Apple Core ML devices in local and Cloud applications. medium.com/google-cloud...

“After careful evaluation, we determined that Google’s technology provides the most capable foundation for Apple Foundation Models and we’re excited about the innovative new experiences it will unlock for our users” www.cnbc.com/2026/01/12/a...

2025 was a great year! And 2026 started off with a bang with a productive team offsite. So, what's a better way to reflect on 2025 than my Gemini CLI usage? 😂 Try it out yourself with `npx gemini-wrapped`. Fingers crossed for an Antigravity Wrapped tool, the way 2026 is shaping up so far. 😉

0.9 rounded to 0? That's a feature, not a bug. Stochastic rounding makes training on low-precision formats like NVFP4 possible. Learn about a technique that's driving down GPU memory requirements on Google Cloud's AI Hypercomputer. cloud.google.com/blog/topics/...

Today's antigravity.google release includes Gemini 3 Flash support. With 78% on SWE-Bench Verified and low latency, it's a great choice for everyday coding tasks.

Human-in-the-Loop is an architectural pattern that inserts a manual approval step into an automated process. It's used to mitigate AI errors when agents are given tools. Learn more: GitHub: github.com/kweinmeister... Website: kweinmeister.github.io/agent-design...

Django 6.0 just dropped! What's new in thie "batteries-included" @djangoproject.com framework? 🧵 Background tasks 🧩 Template partials (developed during Google Summer of Code!) 🛡️ Content Security Policy 🐍 Python 3.12+ Find out more: www.djangoproject.com/weblog/2025/...

I put antigravity.google to the test as my daily editor. Here's my story of how building a full-stack app went.

Model Context Protocol has turned one! 🎂 MCP’s happy birthday brings a few presents 🎁 to the spec, from tasks to simplified authorization. blog.modelcontextprotocol.io/posts/2025-1...

Nano Banana Pro is here and ready for business. 🌍 Deploy localized global campaigns faster 🎨 Create more accurate, context-rich visual assets 🎯 Maintain stronger creative control and brand fidelity

Go from "I've heard of Antigravity" to "I'm comfortable using it" with the getting started guide. It gets right to the point with each component and use case. codelabs.developers.google.com/getting-star...

Extra formatting costs tokens and bloats your context window. TOON is a format designed to increase information density for LLMs. 6 lines of JSON becomes: items[2]{sku,qty,price}: A1,2,9.99 B2,1,14.50 Learn how to include TOON in your development workflow: medium.com/google-cloud...

Google's most advanced model, Gemini 3, is now live! 📈 1487 Elo on WebDev Arena, 76.2% on SWE-bench Verified 🛠️ Try out Google Antigravity: A new agentic IDE with direct access to the terminal, editor, and browser to build and validate code. blog.google/products/gem...

GEPA can improve your AI agent performance simply by evolving the instruction or prompt. www.youtube.com/shorts/QGLbY...

“We adopted Rust for its security and are seeing a 1000x reduction in memory safety vulnerability density… With Rust changes having a 4x lower rollback rate and spending 25% less time in code review, the safer path is now also the faster one.” security.googleblog.com/2025/11/rust...

Hugging Face and Google Cloud have announced a new and deeper partnership today! ⚡️ New CDN Gateway will cache Hugging Face models on Google Cloud 💻 Smooth experience across HF and Google surfaces 🔒 Google's security tech to provide stronger protection for HF Hub huggingface.co/blog/google-...

Agent Sandbox debuted at #Kubecon, unlocking a critical capability for agents: running untrusted actions. Safely validate generated code, test user input, and more. Blog post: cloud.google.com/blog/product... Documentation: docs.cloud.google.com/kubernetes-e... Code: github.com/kubernetes-s...

Natural Language to SQL is the quintessential case study for multi-agent systems, with these challenges: 👻 Schema hallucinations 🔀 Order issues 🧩 Logic Errors 🚨 Dangerous execution 🐢 Poor performance 🧹 Messy output www.youtube.com/shorts/-Vwd_...

Now you can see two websites in a single tab, with Chrome's new Split View. Enable with "Split View" flag at chrome://flags. ⚠️ As an experimental feature, it could change or be removed at any time. #browser #googlechrome #techtips

Have you seen Python libraries “powered by Rust” and wondered how you could do it, too? My new article walks you through every step of the way. It shows you how you can build a Rust-based MCP tool served by a Python FastMCP server. medium.com/google-cloud... @thisweekinrust.bsky.social

n8n AI automation docs for Cloud Run are now here! docs.n8n.io/hosting/inst...

vLLM TPU is now powered by tpu-inference! * Broader model coverage and feature support * 5x faster performance than Feb 2025 version Learn more: blog.vllm.ai/2025/10/16/v...

Rust ⬆️ Python ⬇️ That's my prediction 2 years out. Why? 1. Library support is no longer a moat. Existing libraries will proliferate in more languages or be bypassed with vibe-coding. 2. A language's perceived difficulty will not be the barrier to adoption it once was, if it offers unique value.

💥 Stop manually spinning up GPU clusters. Deploy vLLM on GKE more reliably with Terraform. Learn: ✅ AI inference with IaC ✅ Spot + on-demand GPU node pools ✅ Persistent model caching with PVCs ✅ GitOps CI/CD pipelines via GitHub Actions Full working code + architecture: medium.com/google-cloud...

Is Terraform worth learning? Is it useful even for small projects? Here’s my take. youtube.com/shorts/qXsAJ... #DevOps #MLOps #AI

Are you up to speed yet on agent security? Catch up with Ayo Adedeji and Aron Eidelman on: - Real-world attack vectors - Practical implementations - Multi-agent considerations youtu.be/nxezufaezHw

What API call are you making 10x a day? 🤔 Turn it into a simple /command. With Gemini CLI extensions, you can build your own shortcuts to speed up your work: /fetch_jira ABC-123 /deploy_staging Learn how easy it is to get started: geminicli.com/docs/extensi...

Has Gemini ever felt like it's losing focus as your conversation goes on? Naturally, more context means more topics to cover. Use the /compress command to keep the Gemini CLI on track. It prunes the history without a full reboot. Get started today with the Gemini CLI: npx @google/gemini-cli

Not only is Nano Banana 🍌 production ready, it now supports 10 aspect ratios! Landscape: 21:9, 16:9, 4:3, 3:2 Square: 1:1 Portrait: 9:16, 3:4, 2:3 Flexible: 5:4, 4:5

Who’s your audience, and how are you offering value in your message? AI tooling is immensely useful as a partner, but your engagement and insights remain essential. hbr.org/2025/09/ai-g...