iiinova — where your digital self keeps evolving

Google for Developers @developers.google.com · 12/08/2026

A fully offline translator, built with Gemma 4, Google Antigravity, and a Raspberry Pi 5. 🛠️ The Gemma Translator is a portable AI experiment with a custom interface, printed case, and wired electronics, powered by the smallest Gemma model. Build your own → goo.gle/4x2jvLQ

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Google for Developers @developers.google.com · 05/08/2026

Competition speeds up innovation. 🚀 Google Cloud G4 VMs equipped with NVIDIA RTX PRO 6000 Blackwell GPUs gave over 5,000 Kagglers the foundation to push model limits, with the goal of improving reasoning accuracy. Explore the five lessons that emerged: goo.gle/4wb3C4j

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Google for Developers @developers.google.com · 05/08/2026

You can only pick one! Which productivity-boosting shortcut are you keeping in your layout? #HotKeys 🔥⌨️

An infographic titled "IDE hotkeys" asks the viewer "You can only choose one!" while presenting three common developer keyboard shortcuts. The options shown as 3D keycaps include a blue "⌘ / Ctrl + P" to "Quickly jump between files across your entire project," a green "F2" to "Safely rename a variable, function, or class everywhere instantly," and a red "⌘ / Ctrl + D" to "Select the next occurrence of the current word for rapid editing." Each shortcut is accompanied by a handwritten label: "Simple," "Functional!," or "Classic!".

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Google for Developers @developers.google.com · 04/08/2026

Always check the GitHub issues tab before checking your own syntax.

A social media post from googlefordevs on a white card set against a gray background with red and pink geometric shapes. The post reads, "The bug isn't in your code. It's in someone else's library. Probably. Maybe. Hopefully." and shows engagement stats of 2.2K likes and 47 comments.

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Google for Developers @developers.google.com · 03/08/2026

New developer challenge. Three packages share one dependency, and each has an opinion about which version. Any two of them can agree. Can all three?

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Google for Developers @developers.google.com · 01/08/2026

Commit your best one (wrong) answers for #WorldWideWebDay. 👇

A small dog looks curiously at a laptop screen while resting its chin on the keyboard. A large blue banner at the top reads "What does WWW stand for? (wrong answers only)".

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Google for Developers @developers.google.com · 01/08/2026

Tips to build, pivot, and scale under pressure. Swipe through for 5 architectural patterns to build more reliable, scalable AI agents. → goo.gle/4ySo7Fp

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Google for Developers @developers.google.com · 31/07/2026

Looking for the latest developer updates? July's #GoogleDeveloperNews has you covered 🧵 This month's episode covers Android Studio Quail 2, Android Bench updates, an inside look at how YouTube ships AI prototypes with AI Studio and Google Cloud, and Build with Gemini XPRIZE.

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Google for Developers @developers.google.com · 31/07/2026

Agent and Model Evaluations in Gemini Enterprise Agent Platform are now Generally Available (GA)! 🎉 Measure, test, and monitor your AI agents in dev and production—using one engine with consistent metric definitions.

An evaluation results interface compares two AI-generated summaries of a Titanic article, displaying pass rates of 80% and 90%. A "Metrics / Rubrics" overlay highlights a failed format requirement, explaining that a summary contained five sentences per paragraph instead of the requested four. The dashboard uses green checkmarks and an orange warning icon to show success or failure across categories like language, core tasks, and content requirements.

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Google for Developers @developers.google.com · 31/07/2026

Raph vibe coded an e-ink picture frame with Gemini 3.6 Flash and Nano Banana that helps his family start their day. Learn how he did it using Google Antigravity and follow the open source guide to build your own too. goo.gle/4w3pQVZ

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Google for Developers @developers.google.com · 30/07/2026

Build voice agents with visibility into every interaction ✨ Learn how Caroline di Vittorio from LangChain uses the Google ADK, the Gemini Live model, and LangSmith to trace voice agent behavior, inspect tool calls, review interruption events, analyze token costs, and more.

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Google for Developers @developers.google.com · 30/07/2026

Big news: Google and RadixArk are partnering to bring SGLang to Google Cloud TPUs! ✅ Run SGLang on TPU today via SGL-JAX ✅ Coming soon: SGL-torchtpu for a PyTorch-native experience ✅ No more migration tax—just ultimate flexibility for devs Learn more 🛠️: goo.gle/3U2JVOC

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Google for Developers @developers.google.com · 30/07/2026

Lights. Camera. Agentic AI. 🎬 Build next-generation filmmaking experiences with Gemini that help creators write, produce, edit, and bring stories to life. Submissions open July 27 - September 7, 2026. Learn more and start planning your project ✨ → goo.gle/3T23kPv

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Google for Developers @developers.google.com · 29/07/2026

From messy first draft to production-ready. 😌

A side-by-side comparison meme where the left panel shows a dog with the text "First draft of code" above it. The right panel features the same dog after a professional grooming, now with a neat, rounded haircut and its tongue out, labeled "Code after AI optimization." This visual analogy uses a dog's grooming transformation to illustrate the process of refining and cleaning up computer code using AI.

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Google for Developers @developers.google.com · 29/07/2026

Amplify your creativity with Stitch. Ship designs faster → goo.gle/4gAi69C

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Google for Developers @developers.google.com · 29/07/2026

🇩🇪 Throwing it back to #GoogleIOConnect Berlin! We celebrated continuous learning and the future of building. Developers transformed how they #BuildWithGemini by exploring new AI workflows.

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Google for Developers @developers.google.com · 29/07/2026

Stay on course through every step of your next web project. ⛵ Power your build with the latest tools, APIs, and features to keep you moving forward. Start your voyage: goo.gle/4wsKPCF

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Google for Developers @developers.google.com · 28/07/2026

Get ready to extend the Google I/O season! Our Google devs community Discord server is the official hub to stay tuned about everything Google I/O Connect and Extended happening. We have dedicated channels, so you won't miss out on them. Join us → goo.gle/4xsKwYH

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Google for Developers @developers.google.com · 28/07/2026

Learn the strengths of PWA versus native Android apps and build a photography app. All in five minutes with guidance from Google Cloud Expert, @annthurium.bsky.social → goo.gle/4fWhESm

A Google Developer Program graphic titled "Choose your app architecture" compares the benefits of Progressive Web Apps (PWA) and Android native apps. PWAs are highlighted for features like hardware APIs and biometrics login, while native apps are noted for deeper OS access and uninterrupted background processing. Decorative icons of a cloud, heart, and the Android robot head frame the two columns of informational text.

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Google for Developers @developers.google.com · 27/07/2026

Open a new chapter in your #100DaysofCode journey. 📖 Explore Google’s learning library with resources on topics like web, AI, and mobile to find your next project or deepen your skills → goo.gle/4wpXgij

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Google for Developers @developers.google.com · 27/07/2026

The ultimate dev budgeting simulation. Spend 15 dev points to build your dream setup. What’s yours? ⬇️

An infographic titled "Build your dream setup" asks users to spend a budget of "15 dev points" on various items arranged in three rows. The top row features high-cost developer tools for 5 points each: AI Studio, Gemini in Android Studio, Chrome DevTools for agents, and Genkit. The middle row offers office perks for 3 points each: unlimited iced coffee, a supportive office cat in a tie, dark mode configuration, and a clicky mechanical keyboard. The bottom row lists productivity wins for 1 point each: a coding playlist, a meeting-free day, clear legacy code comments, and finding the right Stack Overflow answer instantly.

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Google for Developers @developers.google.com · 27/07/2026

New developer challenge, pure logic, no language required. Three packages, six versions, one question: does this install succeed, and which versions end up in your lockfile?

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Google for Developers @developers.google.com · 25/07/2026

POV: The feature list keeps getting longer 📋

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Google for Developers @developers.google.com · 24/07/2026

Always check the GitHub issues tab before checking your own syntax.

A social media-style card from a verified @googlefordevs account reads: "The bug isn’t in your code. It’s in someone else’s library. Probably. Maybe. Hopefully." The card is set against a light gray background decorated with stylized red and pink geometric shapes, including a semicolon, a hashtag, and a star.

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Google for Developers @developers.google.com · 24/07/2026

Deployment time is definitely relative. ⏳

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Google for Developers @developers.google.com · 22/07/2026

Build web experiences that are optimized for browser and user AI agents 🛠️ WebMCP provides explicit paths in your UI, allowing agents to execute site-specific tasks with higher reliability. Get started → goo.gle/4fLmtxU

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Google for Developers @developers.google.com · 22/07/2026

The standard software validation loop takes too much time, time you often don’t have. See how YouTube engineers moved at lightspeed and democratized AI prototyping by rebuilding a full mirrored version of the platform using AI Studio, letting anyone safely test prototypes against live data.

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Google for Developers @developers.google.com · 22/07/2026

Building trustable AI for environments where failure isn't an option. At Sonoma Raceway, GDEs deployed an AI Race Coach at 100 mph using Google Antigravity, Gemini, and Gemma 4 on Pixel 10 for split-second telemetry coaching. Explore the tech stack and build your own: goo.gle/4vHdIcZ

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Google for Developers @developers.google.com · 21/07/2026

A major update to Tunix for scaling Agentic RL is here 🧠 The new asynchronous, decoupled rollout engine solves multi-turn bottlenecks on JAX/TPU with generic environment support and built-in microsecond-level RL profiling. Deep dive → goo.gle/4px5d2w

A friendly white robot with "tunix" on its chest is centered under the large header "AGENTIC RL." Colorful pipes connect the robot to various icons representing fields such as education, health, finance, gaming, and technology against a blue-purple background with circuit board patterns. This illustration highlights the diverse real-world applications of agentic reinforcement learning across different sectors.

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Google for Developers @developers.google.com · 20/07/2026

Every dev journey needs a solid roadmap. ✨ Whether deepening your knowledge or connecting with other devs, the #GoogleDeveloperProgram Builders Hub is designed just for you. Learn more → goo.gle/44BeeOA

An isometric map titled "Explore your Builders Hub" features a blue "START" button branching into three paths: updates, events, and learning. Text labels describe sections like "Get the latest updates," "Local and virtual happenings" leading to an "Events" box, and "Grow your skill set" leading to a "Learning" box, all set within a playful park environment with trees, a basketball hoop, and buildings.

An isometric map of a "Builders Hub" features a winding black line connecting various sections represented by stylized buildings and text boxes. On the right side, a tall yellow building is labeled "Projects," a classical white building is labeled "Benefits," and a blue industrial building is labeled "Communities." On the left, a yellow building with antennas is labeled "Discover," with other text boxes along the path reading "All your builds in one place," "Explore Builders Hub perks," and "Join the conversation."

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Google for Developers @developers.google.com · 20/07/2026

Get a unified interface for all Gemini models and agents through a single API. This agent-first, stateful platform lets you pass previous interaction IDs to effortlessly build on past context. Learn how you can build cool applications in minutes 🛠️ → goo.gle/4fkHspI

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Google for Developers @developers.google.com · 20/07/2026

Kotlin devs, can you solve this challenge? We’ve got a refactor that builds fine, but the list ends up holding the wrong thing entirely. Can you find out why?

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Google for Developers @developers.google.com · 18/07/2026

Sometimes it's about the destination, not the journey. 😅

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Google for Developers @developers.google.com · 17/07/2026

Nothing beats the energy of the developer community coming together! #GoogleIOConnect India was packed with brilliant minds, interactive workshops, the latest tech demos, and networking. What an amazing reminder of the magic that happens when developers connect.

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Google for Developers @developers.google.com · 17/07/2026

Some bugs take minutes to fix. Others wait until you're trying to sleep. 😴💡 Happy #WorldEmojiDay ✨

An infographic titled "Some dev days are just best explained in emojis" shows a timeline of a developer's day across five time-stamped rows, each with a set of descriptive emojis. The day progresses from a productive morning (9:00–11:00 a.m.) with coffee and a laptop, to debugging a bug (11:00 a.m.–2:00 p.m.), experiencing frustration (2:00–4:30 p.m.), and a high-stakes deployment represented by a rocket and fire (4:30–6:00 p.m.). The final row shows a breakthrough occurring while asleep from 2:00 to 2:30 a.m., featuring a sleeping person, a mind-blown face, and a green check mark.

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Google for Developers @developers.google.com · 16/07/2026

Ever vibe-coded a flawless app locally in an afternoon, only to watch it completely fall apart the second you try connecting it to real data?

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Google for Developers @developers.google.com · 16/07/2026

We’re excited to share that Grounding with Parallel web search is now available in Gemini Enterprise Agent Platform via Google Cloud Marketplace. This integration offers: ✅ Real-time, accurate web grounding ✅ Expanded licensing and architectural flexibility ✅ Seamless Cloud Marketplace procurement

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Google for Developers @developers.google.com · 16/07/2026

Less context-switching, more coding. 🛠️ The latest Android Studio updates bring natively integrated memory profiling, parallel chats, and context-aware crash remediation directly into the IDE - reducing manual friction across the board. Start exploring: goo.gle/4vZQkbs

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Google for Developers @developers.google.com · 16/07/2026

Documentary title: "It worked on my machine." 🎬

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Google for Developers @developers.google.com · 15/07/2026

Scaling frontier Mixture-of-Experts (MoE) models takes more than trial-and-error tuning ⚙️

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Google for Developers @developers.google.com · 15/07/2026

Centralized recipes for Google Cloud TPUs are finally here. 🧑‍🍳 Access documentation and framework recipes in one place to build and train AI with the TPU Developer Hub → goo.gle/4grEL83

A conceptual diagram titled "Inside the TPU Developer Hub" features six colorful boxes highlighting capabilities like building with preferred frameworks, deploying high-throughput workloads, and optimizing model execution. These text boxes are linked to illustrative graphics, including a data center, a software stack diagram showing TensorFlow and PyTorch connecting to OpenXLA, a TPU chip, and a secure laptop setup. The visual represents a comprehensive environment for machine learning development and deployment.

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Google for Developers @developers.google.com · 15/07/2026

Say goodbye to sequential bottlenecks. In the stable release of Android Studio Quail 2, you can run multiple agent tasks in parallel with Gemini! 💬🔄 Watch how you can initiate and manage multiple agent tasks simultaneously across your chats. Read more in the launch blog post: goo.gle/4bloC0A

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Google for Developers @developers.google.com · 14/07/2026

Android Studio Quail 2 is now STABLE! 🌟 Bring next-level productivity, faster debugging, and smarter AI assistance straight to your IDE.

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Google for Developers @developers.google.com · 14/07/2026

The debugging journey is part of the process ✨

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Google for Developers @developers.google.com · 13/07/2026

Be the senior dev your past self needed. Comment your code. 📝

A social media post from googlefordevs is centered on a bright blue background decorated with black outline symbols like a semicolon, curly bracket, and waves. The post reads, "Documentation is a love letter to your future self. Don't leave yourself on read." followed by an open book emoji. Engagement icons at the bottom of the white post box show 2.2K likes, 47 comments, 167 reposts, and 32 shares.

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Google for Developers @developers.google.com · 13/07/2026

New Kotlin challenge: Two IDs that match every check you throw at them, but the duplicate filter still lets them both through. Can you find out why?

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Google for Developers @developers.google.com · 11/07/2026

Prompt engineering changes quickly. 🧠 Developers at #GoogleIOConnect shared their top hacks. What is the one trick that changed how you build? Drop your thoughts below! 👇 #BuildWithGemini

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Google for Developers @developers.google.com · 10/07/2026

Upgrading your image pipeline? ⚡ Meet Nano Banana 2 Lite! Engineered for rapid ideation and high-velocity developer pipelines, it’s the ultimate choice when speed and cost are your primary constraints.

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Google for Developers @developers.google.com · 10/07/2026

Less boilerplate, more deploying. 🧑‍💻

An infographic titled "Steps to building apps" compares a "Standard workflow" on the left with an "Optimized workflow" on the right. The standard workflow, illustrated by a simple blue flowchart, involves writing manual boilerplate, managing tedious workflows, wrestling with infrastructure, and running slow background tasks. In contrast, the "Optimized workflow" is depicted with a vibrant gradient and playful icons, outlining a process of building app prototypes from prompts, offloading complex coding, minimizing deployment friction, and delegating 24/7 execution.

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