If you're struggling to define ROI of your AI investment in software engineering, or you're in the trough of high cost with no return, read this.
These insights feel spot on.
https://t.co/LCnXTQXced
1/ Today at #GoogleIO, we’re releasing Gemini 3.5, our latest family of models combining frontier intelligence with action.
We’re starting by releasing 3.5 Flash, which is built to help you execute complex, long-horizon agentic workflows.
Gemini 3.5 Flash is our strongest model for coding and agent https://t.co/m62cBJhIjJ outscores 3.1 Pro on agentic and coding benchmarks like Terminal-Bench and MCP Atlas, while running 4x faster than other frontier models.
Used in Google Antigravity, 3.5 Flash is even further optimized to be up to 12x faster. It’s a powerful engine to deploy sub-agents that collaborate, run high-frequency iterative loops, and solve real-world problems at scale.
Some highlights we’re excited about 🔽
Say hello to Google Antigravity CLI! 🚀✨
It’s wildly fast, powered by the same harness that we train Gemini models with and fully integrated with the Antigravity suite!
Gemini CLI transition deets:
https://t.co/YsB9dwkj1x
@antigravity CLI blog post: https://t.co/NCtxR84qdX
"This study provides some of the clearest experimental evidence yet that AI-assisted productivity and skill development can be in direct tension." https://t.co/RCfJZBtacY < advice here on skills-building when AI tools are a click away
Java devs, do you have an easy way to add database MCP access to your apps? You do? Amazing.
For those that don't, we just added the open source MCP Toolbox Java SDK.
Bring 42 different data sources, custom tools, and more to your Java apps.
https://t.co/y5JHxPBA0u
Rolling out now! 🚀
It's priced at $0.25/1M input tokens and $1.50/1M output tokens. Outperforms Gemini 2.5 Flash with 2.5x faster time to first answer.
This may become my new daily driver.
You want good answers to vague or open-ended LLM queries.
@iRomin wrote an outstanding post that takes us through the tools (ask_user), grounding (Developer Knowledge MCP server) and repeatable workflow (Agent Skills) ... https://t.co/x644384vT7
Join our product leadership on 12/3 for the latest Cloud AI roadmap session. Get a 20-minute briefing on our product strategy and recent advancements, including Gemini 3 - our most powerful model yet, built on agentic reasoning and multimodality. https://t.co/PwIppeTo4E
Introducing Gemini 3 ✨
It’s the best model in the world for multimodal understanding, and our most powerful agentic + vibe coding model yet. Gemini 3 can bring any idea to life, quickly grasping context and intent so you can get what you need with less prompting.
Find Gemini 3 Pro rolling out today in the @Geminiapp and AI Mode in Search. For developers, build with it now in @GoogleAIStudio and Vertex AI.
Excited for you to try it!
Today, Gemini 3, our most intelligent model to date, is available in Vertex AI and Gemini Enterprise.
With Gemini 3, you can bring any idea to life. See how our customers are already seeing the impact. https://t.co/n7Fwd7UH0D
Google Cloud is powering the age of inference with 3 new products built on custom silicon that deliver exceptional performance, lower costs, and enable new capabilities for inference and agentic workloads.
Learn about Ironwood TPUs and new Axion VMs: https://t.co/H8UdawF3W9
This list by @addyosmani of 30 pro-level tips and tricks for the Gemini CLI is absurd. Absurdly awesome.
So many of you are using the CLI—the MAU numbers are wild!—but we can always level up our game. Read this to kick it up a notch:
https://t.co/UaXigYqGpF
Introducing Gemini Enterprise, a new platform that brings the best of Google AI to every employee, for every workflow.
Gemini Enterprise works across all the tools and data you use every day to make workflows easier—giving you time back in your day. https://t.co/aTgfgbv01p
We've also released a new home page for Gemini CLI today!!
https://t.co/pxk2W8NcUC
None of this would have been possible without @LyalinDotCom, he's far too humble ♥️
Join us at #GeminiAtWork on October 9 at 10am PT to learn new ways to put AI to work for your organization.
AI that works for you. Learn more ↓ https://t.co/2BQYh76VD3
📣 Introducing the new Vertex AI Gen AI Eval UI!
Evaluating LLM-based applications is challenging. To help, we just dropped a new UI in Vertex AI Gen AI Evaluation service to assess LLMs right from the console.
TLDR;
🖱️ UI-driven evaluation
📂 Use existing data, generate new data, or pull from logs
🤖 Test responses from datasets or live models
📝 Customize metrics with simple instructions
Docs: https://t.co/Npqiaq1VqN
Full tutorial: https://t.co/vYgg6wA9hM