Change
31864b3
31864b312921aabcd315d51c7b9e0680cf29f5bb · commit on GitHub
gcloud-blog-feed: changed (508165 bytes, HTTP 200)
raw/gcloud-blog-feed/response.xml modified
- Source
- gcloud-blog-feed
- Lines added
- +88
- Lines removed
- -202
- Stored bytes at this commit
- 508,165
- Timestamp
- observed
- Raw artifact at this commit
- raw/gcloud-blog-feed/response.xml
Recorded headers
| observed_at | 2026-09-29T05:44:19.594Z |
|---|---|
| origin_date | null |
| status | 200 |
| final URL | https://cloudblog.withgoogle.com/products/ai-machine-learning/rss/ |
| etag | null |
| last-modified | null |
| date | Tue, 29 Sep 2026 05:44:19 GMT |
| age | null |
| cache-control | public, max-age=600, s-maxage=600 |
| cf-cache-status | null |
| content-encoding | gzip |
| content-length | 131082 |
@
@@ -1,5 +1,82 @@<?xml version="1.0" encoding="utf-8"?>-
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:media="http://search.yahoo.com/mrss/"><channel><title>AI & Machine Learning</title><link>https://cloud.google.com/blog/products/a…+
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:media="http://search.yahoo.com/mrss/"><channel><title>AI & Machine Learning</title><link>https://cloud.google.com/blog/products/a…+
<p><span style="vertical-align: baseline;">Yet as startup architectures mature, a clear divide has emerged between teams struggling with margins and those scaling sustainably. The most effective engineering teams have abandoned the one-size-fits-all model strategy.</span></p>+
<p><span style="vertical-align: baseline;">In the early days of LLMs the default architecture was simple: send every interaction to the largest model available. But as applications move into production, serving millions of people and running autonomous multi-agent workflows, relying on a…+
<ul>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Latency penalties: </strong><span style="vertical-align: baseline;">Relying entirely on cloud round trips makes it difficult to deliver the sub-second responsiveness that interactive mobile and desktop apps requ…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Infrastructure overhead: </strong><span style="vertical-align: baseline;">Self-hosting large open models with more than 70 billion parameters forces early-stage teams to act like infrastructure providers, pullin…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Margin erosion:</strong><span style="vertical-align: baseline;"> Sending high-frequency, structured tasks (like intent routing, JSON extraction, or status validation) to general-purpose frontier endpoints spends…+
</li>+
</ul>+
<p><span style="vertical-align: baseline;">Great engineering teams pick the right tool for each job. Most production requests don’t require a frontier generalist, and routing every call to one can actually slow your product down. Instead, the winning pattern is a compound AI stack: pairi…+
<p><span style="vertical-align: baseline;">It’s for these reasons that an open model like Gemma belongs in your model lineup. With more than one billion downloads across the </span><a href="https://deepmind.google/models/gemma/gemmaverse/" rel="noopener" target="_blank"><s…+
<h3><span style="vertical-align: baseline;">Built under one roof</span></h3>+
<p><span style="vertical-align: baseline;">Gemma is built by Google DeepMind using the same foundational research and architecture advances behind the Gemini models. Because they share common DNA and developer tooling, your team can prototype in Google AI Studio and design hybrid archite…+
<p><span style="vertical-align: baseline;">Released under a commercially permissive </span><strong style="vertical-align: baseline;">Apache 2.0 license</strong><span style="vertical-align: baseline;">, </span><a href="https://ai.google.dev/gemma/docs/core…+
<h3><span style="vertical-align: baseline;">Real proof: How startups are winning with Gemma</span></h3>+
<p><span style="vertical-align: baseline;">Founders are using Gemma to solve urgent problems around unit economics, output accuracy, and responsiveness.</span></p>+
<ul>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Flipping the architecture:</strong><span style="vertical-align: baseline;"> </span><a href="https://heycue.io/" rel="noopener" target="_blank"><span style="text-decoration: underline; vertical-ali…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">True edge independence: </strong><span style="vertical-align: baseline;">Mobile development studio </span><a href="https://hubx.co/" rel="noopener" target="_blank"><span style="text-decoration: un…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Scientific discovery and air-gapped security</strong><span style="vertical-align: baseline;">: K-Dense has built </span><a href="https://www.k-dense.ai/products/faraday" rel="noopener" target="_blank"&g…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Unlocking infinite gameplay and retention:</strong><span style="vertical-align: baseline;"> Gaming company</span><a href="https://aidungeon.com/" rel="noopener" target="_blank"><span style="vertic…+
</li>+
</ul>+
<h3><span style="vertical-align: baseline;">Four workloads where Gemma wins for startups</span></h3>+
<p><span style="vertical-align: baseline;">If you’re evaluating where Gemma fits into your stack today, start with these four jobs:</span></p>+
<h4><span style="vertical-align: baseline;">1. Edge and local execution (low latency, true privacy)</span></h4>+
<p><span style="vertical-align: baseline;">If you’re building mobile apps, developer desktop tools, robotics, or offline-first experiences, every cloud round-trip adds latency that people can feel. Gemma can run directly on laptops (including Apple silicon), smartphones, and local applia…+
<p><span style="vertical-align: baseline;">You can handle many local interactions on-device for zero incremental cost, and keep a bridge to frontier models in the cloud for the requests that need it. When a local workflow calls for large-scale multimodal reasoning, long-context data synt…+
<h4><span style="vertical-align: baseline;">2. High-throughput triage and agent routing</span></h4>+
<p><span style="vertical-align: baseline;">In multi-agent architectures, agents spend a surprising amount of tokens on simple tasks like checking statuses, classifying intent, and routing tickets. With Gemma as your front-line gatekeeper, those high-volume background tasks run on a compa…+
<h4><span style="vertical-align: baseline;">3. Task-specific fine-tuning for real moats</span></h4>+
<p><span style="vertical-align: baseline;">Adapting a model to your proprietary data is one way to build a competitive moat. Because Gemma gives you full access to model weights and has a compact memory footprint, your team can run parameter-efficient fine-tuning (LoRA or QLoRA) on a sin…+
<h4><span style="vertical-align: baseline;">4. Turnkey vertical starting lines</span></h4>+
<p><span style="vertical-align: baseline;">DeepMind releases domain-specific variants of Gemma, so you don’t have to start from scratch. One example is </span><a href="https://research.google/blog/medgemma-our-most-capable-open-models-for-health-ai-development/" rel="noopener" t…+
<p><span style="vertical-align: baseline;">Beyond healthcare, biotech startups use </span><a href="https://research.google/blog/teaching-machines-the-language-of-biology-scaling-large-language-models-for-next-generation-single-cell-analysis/" rel="noopener" target="_blank">&l…+
<h3><span style="vertical-align: baseline;">Deploy wherever your business lives</span></h3>+
<p><span style="vertical-align: baseline;">Gemma is designed to fit into your existing engineering stack without lock-in:</span></p>+
<ul>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Apache 2.0 licensing</strong><span style="vertical-align: baseline;">: Gemma 4 ships under the Apache 2.0 license, giving startups the freedom to fine-tune, quantize, redistribute, and deploy commercial products…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Day-zero open tooling</strong><span style="vertical-align: baseline;">: Run and fine-tune Gemma with the tools your engineers already use, including vLLM, Ollama, llama.cpp, LM Studio, MLX, Unsloth, Hugging Face…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Serverless and managed cloud deployment</strong><span style="vertical-align: baseline;">: Prototype immediately in </span><a href="https://aistudio.google.com/" rel="noopener" target="_blank"><spa…+
</li>+
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Enterprise-ready safety</strong><span style="vertical-align: baseline;">: Gemma undergoes rigorous pre-release safety evaluations, data filtering, and red-teaming, and pairs with ShieldGemma 2 to help you meet e…+
</li>+
</ul>+
<h3><span style="vertical-align: baseline;">Build with Gemma: What to do this week</span></h3>+
<p><span style="vertical-align: baseline;">Great technical architecture isn't about finding one model to do everything. It’s about assembling the right tool for each job so you can move faster, protect your runway, and ship a superior product.</span></p>+
<p><span style="vertical-align: baseline;">Here’s my challenge to your engineering team this week:</span></p>+
<ol>+
<li aria-level="1" style="list-style-type: decimal; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Audit your model calls:</strong><span style="vertical-align: baseline;"> Look at your logging dashboard and identify three high-volume, deterministic tasks (such as intent classification, JSON validation, or sum…+
</li>+
<li aria-level="1" style="list-style-type: decimal; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Benchmark Gemma:</strong><span style="vertical-align: baseline;"> Run a quick test with a compact Gemma model locally or on a single endpoint. Measure the latency and calculate what happens to your gross margins…+
</li>+
<li aria-level="1" style="list-style-type: decimal; vertical-align: baseline;">+
<p role="presentation"><strong style="vertical-align: baseline;">Redirect your runway:</strong><span style="vertical-align: baseline;"> Take the capital and engineering hours you save on compute and invest them back into your core differentiators.</span></p>+
</li>+
</ol>+
<p><span style="vertical-align: baseline;">You can download the Gemma weights directly or deploy them through Model Garden. If you need compute credits and technical architecture reviews to get up and running, the Google for Startups team is ready to help you build - </span><a h…<p><span style="vertical-align: baseline;">Now, you can adapt Gemini with the service — teaching the model from a reward signal you define, rather than from a fixed set of labeled answers. This unlocks a class of problems that supervised fine-tuning (SFT) struggles with: tasks that are h…<p><span style="vertical-align: baseline;">In this guide, we will walk through practical best practices for using RL fine-tuning service. We'll start with a short tour of the RL training loop, how to decide if and when to use RL, and introduce how to get the most value from this approach…<h3><span style="vertical-align: baseline;">What is RLFT? </span></h3>@
@@ -970,7 +1047,7 @@<p><span style="vertical-align: baseline;">Orange's numbers came out of the community work. Building that foundation is the part worth copying first. When you're ready to extend it, </span><a href="https://cloud.google.com/consulting" rel="noopener" target="_blank"><span s…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Get vital board insights with Google Cloud&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144962b50&gt;), (&#x27;btn_text&#x27;, &#x27;Visit the hub&#x27…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Get vital board insights with Google Cloud&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb63138d0&gt;), (&#x27;btn_text&#x27;, &#x27;Visit the hub&#x27…</dl></div><div class="block-paragraph"><h3 data-block-key="hswvv"><b>‘Spellcheck for cybersecurity’ and beyond: How Google monitors AI threats and advances AI defenses</b></h3><p data-block-key="61crd"><i>By Sandra Joyce, VP, Google Threat Intelligence</i></p…<div class="block-paragraph_with_image"><div class="article-module h-c-page">@
@@ -1173,12 +1250,12 @@<p><span style="vertical-align: baseline;">To learn more about our approach to securing the AI era, please check out our new </span><a href="https://cloud.google.com/security/resources/ai-risk-and-resilience-2026"><span style="text-decoration: underline; vertical-align: ba…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Learn something new&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff1448354d0&gt;), (&#x27;btn_text&#x27;, &#x27;Watch now&#x27;), (&#x27;href&#x2…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Learn something new&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb6817ad0&gt;), (&#x27;btn_text&#x27;, &#x27;Watch now&#x27;), (&#x27;href&#x2…</dl></div><div class="block-paragraph"><h3 data-block-key="4bd61"><b>In case you missed it</b></h3><p data-block-key="cvt34">Here are the latest updates, products, services, and resources from our security teams so far this month:</p><ul><li data-block-key="7…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Join the Google Cloud CISO Community&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144835d10&gt;), (&#x27;btn_text&#x27;, &#x27;Learn more&#x27;), (&…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Join the Google Cloud CISO Community&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb6816a10&gt;), (&#x27;btn_text&#x27;, &#x27;Learn more&#x27;), (&…</dl></div><div class="block-paragraph"><h3 data-block-key="29tyz"><b>Threat Intelligence news</b></h3><ul><li data-block-key="2prfo"><b>AI Threat Tracker: From prompting to autonomy</b>: In the newest Google Threat Intelligence Group (GTIG) report on the a…<div class="block-paragraph"><h3 data-block-key="rcfc5"><b>Now hear this: Podcasts from Google Cloud</b></h3><ul><li data-block-key="d67qn"><b>Cloud Security Podcast: Patching browsers with AI, agents, Rust, and your tabs</b>: Jasika Bawa and Dou…@
@@ -1484,7 +1561,7 @@<p><span style="vertical-align: baseline;">Instead of embedding raw Spanner table names and column assignments directly inside core DAO business logic, we isolate Spanner schema translation into dedicated converter units:</span></p></div><div class="block-code"><dl> <dt>code_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;code&#x27;, &#x27;// Example of the standardized pattern generated by our pipeline\r\n\r\ntype BpcTransferAmountsMutationConverter interface {\r\n ToInsertMutation(entity *model.BpcTransferAmount) (*spanner.Mutation, error)\r\n …+
<dd>&lt;ListValue: [StructValue([(&#x27;code&#x27;, &#x27;// Example of the standardized pattern generated by our pipeline\r\n\r\ntype BpcTransferAmountsMutationConverter interface {\r\n ToInsertMutation(entity *model.BpcTransferAmount) (*spanner.Mutation, error)\r\n …</dl></div><div class="block-paragraph_advanced"><p><span style="vertical-align: baseline;">By establishing a rigid, deterministic contract between the DAO and the Spanner SDK (</span><span style="vertical-align: baseline;">spanner.Mutation</span><span style="vertical-ali…<h3><span style="vertical-align: baseline;">Why use Antigravity</span><span style="vertical-align: baseline;"> </span><span style="vertical-align: baseline;">CLI in headless mode?</span></h3>@
@@ -1549,7 +1626,7 @@</ul></div><div class="block-code"><dl> <dt>code_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;code&#x27;, &#x27;git clone https://github.com/google/mantis.git&#x27;), (&#x27;language&#x27;, &#x27;&#x27;), (&#x27;caption&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144b42890&gt;)])]&a…+
<dd>&lt;ListValue: [StructValue([(&#x27;code&#x27;, &#x27;git clone https://github.com/google/mantis.git&#x27;), (&#x27;language&#x27;, &#x27;&#x27;), (&#x27;caption&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb63ff290&gt;)])]&a…</dl></div><div class="block-paragraph_advanced"><ul><li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">@
@@ -1609,7 +1686,7 @@<p><span style="vertical-align: baseline;">Stay tuned for monthly updates on Google Cloud’s AI announcements, news, and best practices. For a deeper dive into the latest from Google Cloud customers, read our monthly recap, </span><a href="https://cloud.google.com/blog/topics/cus…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;$300 in free credit to try Google Cloud AI and ML&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144d9dc50&gt;), (&#x27;btn_text&#x27;, &#x27;Start building …+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;$300 in free credit to try Google Cloud AI and ML&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb6a8e1d0&gt;), (&#x27;btn_text&#x27;, &#x27;Start building …</dl></div><div class="block-paragraph_advanced"><hr/><h2 style="text-align: center;"><span style="vertical-align: baseline;">July</span></h2>@
@@ -3152,7 +3229,7 @@<p><span style="vertical-align: baseline;"><a href="https://cloud.google.com/ai/financial-services"><span style="text-decoration: underline; vertical-align: baseline;">Gemini Enterprise for Financial Services</span></a><span style="vertical-align: baseline;">…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Get vital board insights with Google Cloud&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144771b10&gt;), (&#x27;btn_text&#x27;, &#x27;Visit the hub&#x27…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Get vital board insights with Google Cloud&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb58c1090&gt;), (&#x27;btn_text&#x27;, &#x27;Visit the hub&#x27…</dl></div><div class="block-paragraph"><h3 data-block-key="hswvv"><b>How to stay strong with security fundamentals in the AI era</b></h3><p data-block-key="eoh1k"><i>By Chris Betz, CISO, Google Cloud</i></p></div><div class="block-paragraph_with_image"><div class="article-module h-c-page">@
@@ -3233,12 +3310,12 @@<p><span style="vertical-align: baseline;">To learn more about building and maintaining strong security foundations in the AI era, read our newest </span><a href="https://cloud.google.com/security/resources/cyber-snapshot-reports"><span style="text-decoration: underline; v…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Learn something new&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144771d50&gt;), (&#x27;btn_text&#x27;, &#x27;Watch now&#x27;), (&#x27;href&#x2…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Learn something new&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb6571d90&gt;), (&#x27;btn_text&#x27;, &#x27;Watch now&#x27;), (&#x27;href&#x2…</dl></div><div class="block-paragraph"><h3 data-block-key="4bd61"><b>In case you missed it</b></h3><p data-block-key="5tvtn">Here are the latest updates, products, services, and resources from our security teams so far this month:</p><ul><li data-block-key="4…<div class="block-aside"><dl> <dt>aside_block</dt>-
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Join the Google Cloud CISO Community&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7ff144772e50&gt;), (&#x27;btn_text&#x27;, &#x27;Learn more&#x27;), (&…+
<dd>&lt;ListValue: [StructValue([(&#x27;title&#x27;, &#x27;Join the Google Cloud CISO Community&#x27;), (&#x27;body&#x27;, &lt;wagtail.rich_text.RichText object at 0x7f0fb65734d0&gt;), (&#x27;btn_text&#x27;, &#x27;Learn more&#x27;), (&…</dl></div><div class="block-paragraph"><h3 data-block-key="29tyz"><b>Threat Intelligence news</b></h3><ul><li data-block-key="cm2sc"><b>Staying ahead of adversarial AI through agentic source code review</b>: To help defenders implement agentic approaches s…<div class="block-paragraph"><h3 data-block-key="rcfc5"><b>Now hear this: Podcasts from Google Cloud</b></h3><ul><li data-block-key="drbpp"><b>Cloud Security Podcast: All about Project Atlas, Wiz's AI vulnerability research</b>: Near Orfeld, head…@
@@ -3266,195 +3343,4 @@<p><span style="vertical-align: baseline;">At Google Cloud, our long-term goal is to integrate agents naturally and efficiently into organizations, which will mean delegating to and from human experts and respecting boundaries. Together, we believe this will deliver business value beyond…<p><span style="vertical-align: baseline;">Ready to navigate the agentic web? Read Google DeepMind’s report paper, </span><a href="https://arxiv.org/abs/2602.11865" rel="noopener" target="_blank"><span style="text-decoration: underline; vertical-align: baseline;">Intell…<hr/>-
<p><sub><span style="font-style: italic; vertical-align: baseline;">Note: A special thanks to Matija Franklin, Simon Osindero from Google DeepMind, and Vishal Agarwal, Andrea Morange from Google Cloud, for their contributions.</span></sub></p></div></descrip…-
<ul>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><span style="vertical-align: baseline;">Antigravity is available now as part of </span><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-overview"><span style="text-decoration: underline; vertical-align: baseline;">e…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><span style="vertical-align: baseline;">New </span><a href="https://antigravity.google/blog/antigravity-ide-extensions" rel="noopener" target="_blank"><span style="text-decoration: underline; vertical-align: baseline;">IDE extensions</span>&…-
</li>-
</ul>-
<h3><span style="vertical-align: baseline;">Unify AI developer tools and enterprise-grade controls in one subscription</span></h3>-
<p><span style="vertical-align: baseline;">Equipping your developers with advanced agentic tools shouldn't mean managing separate add-on licenses, invoices, billing consoles or security settings. With AI developer tools included i</span><span style="vertical-align: baseline;">…-
<h3><span style="vertical-align: baseline;">Unblock your developers while controlling spend</span></h3>-
<p><span style="vertical-align: baseline;">With billing flexibility and cost management tools in Gemini Enterprise, you can ensure your developers have the resources they need while managing costs:</span></p>-
<ul>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/billing/docs/how-to/budgets-spend-caps"><strong style="text-decoration: underline; vertical-align: baseline;">Granular spend thresholds</strong></a><strong style="vertical-align: baseline;">:</strong…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/gemini/enterprise/docs/quotas-and-overages"><strong style="text-decoration: underline; vertical-align: baseline;">Pooled quotas</strong></a><strong style="vertical-align: baseline;">: </strong><…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/gemini/enterprise/docs/configure-overages"><strong style="text-decoration: underline; vertical-align: baseline;">Overage enablement</strong></a><span style="vertical-align: baseline;">: To maintain cont…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-metrics"><strong style="text-decoration: underline; vertical-align: baseline;">Usage metrics</strong></a><span style="vertical-align: baseline;">: Centralized u…-
</li>-
</ul></div>-
<div class="block-image_full_width">-
-
-
-
-
-
-
-
<div class="article-module h-c-page">-
<div class="h-c-grid">-
-
-
<figure class="article-image--large-
-
-
h-c-grid__col-
h-c-grid__col--6 h-c-grid__col--offset-3-
-
-
"-
>-
-
-
-
-
<img-
src="https://storage.googleapis.com/gweb-cloudblog-publish/original_images/Gif_1_vK8C2Nf.gif"-
-
alt="Gif 1">-
-
</a>-
-
</figure>-
-
-
</div>-
</div>-
-
-
-
-
-
</div>-
<div class="block-paragraph_advanced"><h3><span style="vertical-align: baseline;">Safeguard your organization’s code and data with built-in privacy and security</span></h3>-
<p><span style="vertical-align: baseline;">Gemini Enterprise subscriptions bring Google Antigravity under Google Cloud’s standard security and compliance protections. Administrators and IT teams can set clear boundaries around workspace access, enable full audit logging, and enforce data…-
<ul>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-settings"><strong style="text-decoration: underline; vertical-align: baseline;">Configurable security policies</strong></a><strong style="vertical-align: baseline;…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-settings"><strong style="text-decoration: underline; vertical-align: baseline;">Central audit logging</strong></a><strong style="vertical-align: baseline;">:<…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><a href="https://cloud.google.com/privacy?e=48754805"><strong style="text-decoration: underline; vertical-align: baseline;">Data privacy</strong></a><strong style="vertical-align: baseline;">: </strong><span style="vertical-align: b…-
</li>-
</ul></div>-
<div class="block-video">-
-
-
-
<div class="article-module article-video ">-
<figure>-
<a class="h-c-video h-c-video--marquee"-
href="https://youtube.com/watch?v=CJnchBVryCQ"-
data-glue-modal-trigger="uni-modal-CJnchBVryCQ-"-
data-glue-modal-disabled-on-mobile="true">-
-
-
-
-
<div class="article-video__aspect-image"-
style="background-image: url(https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_R43tOCG.max-1000x1000.jpg);">-
<span class="h-u-visually-hidden">Antigravity in Gemini Enterprise - AI Developer Tools Settings</span>-
</div>-
-
<svg role="img" class="h-c-video__play h-c-icon h-c-icon--color-white">-
<use xlink:href="#mi-youtube-icon"></use>-
</svg>-
</a>-
-
-
</figure>-
</div>-
-
<div class="h-c-modal--video"-
data-glue-modal="uni-modal-CJnchBVryCQ-"-
data-glue-modal-close-label="Close Dialog">-
<a class="glue-yt-video"-
data-glue-yt-video-autoplay="true"-
data-glue-yt-video-height="99%"-
data-glue-yt-video-vid="CJnchBVryCQ"-
data-glue-yt-video-width="100%"-
href="https://youtube.com/watch?v=CJnchBVryCQ"-
ng-cloak>-
</a>-
</div>-
-
</div>-
<div class="block-paragraph_advanced"><h3><span style="vertical-align: baseline;">Bring agentic coding directly into your team’s preferred development environments </span></h3>-
<p><span style="vertical-align: baseline;">Starting today your developers can use Antigravity across the surfaces they already know and use — including </span><a href="https://marketplace.visualstudio.com/items?itemName=Google.google-antigravity" rel="noopener" target="_blank"&g…-
<p><span style="vertical-align: baseline;">Throughout all surfaces, administrators can enforce corporate identity standards while removing setup friction for technical teams via native support for Workforce Identity Federation (WIF) and Application Default Credentials (ADC).</span>…-
<div class="block-image_full_width">-
-
-
-
-
-
-
-
<div class="article-module h-c-page">-
<div class="h-c-grid">-
-
-
<figure class="article-image--large-
-
-
h-c-grid__col-
h-c-grid__col--6 h-c-grid__col--offset-3-
-
-
"-
>-
-
-
-
-
<img-
src="https://storage.googleapis.com/gweb-cloudblog-publish/original_images/VSCode_IDE_Plugin_gif_v3_720p.gif"-
-
alt="VSCode IDE Plugin">-
-
</a>-
-
<figcaption class="article-image__caption "><p data-block-key="6topl">AGY IDE extension demo</p></figcaption>-
-
</figure>-
-
-
</div>-
</div>-
-
-
-
-
-
</div>-
<div class="block-paragraph_advanced"><h3><span style="vertical-align: baseline;">What our customers are saying</span></h3>-
<p><span style="vertical-align: baseline;">From rapid code generation to end-to-end task automation, Google Antigravity is giving engineering teams the momentum of cutting edge AI development backed by the stability, governance, and scale of Google Cloud. Here is how leading enterprise c…-
<p><span style="vertical-align: baseline;">“Deploying Antigravity in Gemini Enterprise allows Accenture to arm our engineers with Google DeepMind’s premier technology on the secure, trusted foundation of Google Cloud. Abstracting away operational complexity ensures our teams don't have t…-
<p><span style="vertical-align: baseline;">“At AirAsia and across the Group, we’re all about empowering our people. Bringing highly capable Gemini models directly into our daily workflows with Antigravity 2.0 does exactly that. We are putting the most advanced AI capabilities into the ha…-
<p><span style="vertical-align: baseline;">“Enterprises are moving beyond AI experimentation and expecting measurable business outcomes. With Gemini Enterprise and next-generation developer tools like Antigravity 2.0 and Antigravity CLI, we see significant opportunities to further embed …-
<p><span style="vertical-align: baseline;">“Every developer workflow is unique, and agentic AI should adapt to the engineer, not the other way around. With Google Antigravity supported across developers' preferred IDEs, the desktop app, and the CLI, Cognizant can seamlessly embed agentic…-
<p><span style="vertical-align: baseline;">“Antigravity has played a key role in advancing our AI-first strategy at Datamatics. Over the last few months, our teams have used it to rapidly build and deploy multiple applications, accelerate solution development, and embed AI into core busi…-
<p><span style="vertical-align: baseline;">"Embedding Google Antigravity's autonomous capabilities directly into Gemini Enterprise development environments allows our internal and Forward Deployed Engineering teams to automate complex tasks. Supported by the platform’s new FinOps and gov…-
<p><span style="vertical-align: baseline;">“Adopting Antigravity places Wipro at the leading edge of the AI-driven software development lifecycle. Combining Antigravity 2.0, CLI, and the new IDE extensions with a seamless developer experience and superior code accuracy fits naturally int…-
<h3><span style="vertical-align: baseline;">Get started with Antigravity in Gemini Enterprise</span></h3>-
<p><span style="vertical-align: baseline;">Google Antigravity in Gemini Enterprise is available today for </span><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-overview"><span style="text-decoration: underline; vertical-align: baseline;"&g…-
<ul>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><strong style="vertical-align: baseline;">For administrators:</strong><span style="vertical-align: baseline;"> Visit the </span><a href="https://docs.cloud.google.com/gemini/enterprise/docs/ai-developer-tools-overview"><span style="text-d…-
</li>-
<li aria-level="1" style="list-style-type: disc; vertical-align: baseline;">-
<p role="presentation"><strong style="vertical-align: baseline;">For developers: </strong><span style="vertical-align: baseline;">Start </span><a href="https://antigravity.google/docs/home" rel="noopener" target="_blank"><span style="text-decoration: underline;…-
</li>-
</ul></div></description><pubDate>Thu, 20 Aug 2026 17:30:00 +0000</pubDate><guid>https://cloud.google.com/blog/products/ai-machine-learning/expanding-google-antigravity-for-enterprise-customers/</guid><category>AI & Machine Learning</category><media:content height="540" url="https://…+
<p><sub><span style="font-style: italic; vertical-align: baseline;">Note: A special thanks to Matija Franklin, Simon Osindero from Google DeepMind, and Vishal Agarwal, Andrea Morange from Google Cloud, for their contributions.</span></sub></p></div></descrip…89 lines shown here cut at 300 characters. The raw artifact at this commit is linked above.