惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Spread Privacy
Spread Privacy
P
Palo Alto Networks Blog
P
Proofpoint News Feed
AI
AI
Help Net Security
Help Net Security
S
Securelist
T
Troy Hunt's Blog
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
C
Cisco Blogs
Scott Helme
Scott Helme
Hacker News - Newest:
Hacker News - Newest: "LLM"
Vercel News
Vercel News
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
B
Blog
GbyAI
GbyAI
Recent Commits to openclaw:main
Recent Commits to openclaw:main
D
Darknet – Hacking Tools, Hacker News & Cyber Security
P
Proofpoint News Feed
S
Security Affairs
Cisco Talos Blog
Cisco Talos Blog
AWS News Blog
AWS News Blog
T
Tenable Blog
H
Help Net Security
NISL@THU
NISL@THU
F
Fortinet All Blogs
博客园_首页
G
GRAHAM CLULEY
L
LINUX DO - 最新话题
P
Privacy International News Feed
G
Google Developers Blog
博客园 - Franky
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Security Archives - TechRepublic
Security Archives - TechRepublic
The Register - Security
The Register - Security
L
LangChain Blog
aimingoo的专栏
aimingoo的专栏
T
Tor Project blog
P
Privacy & Cybersecurity Law Blog
量子位
C
Cyber Attacks, Cyber Crime and Cyber Security
Forbes - Security
Forbes - Security
S
Secure Thoughts
Simon Willison's Weblog
Simon Willison's Weblog
D
Docker
Recorded Future
Recorded Future
博客园 - 三生石上(FineUI控件)
L
Lohrmann on Cybersecurity
T
Tailwind CSS Blog

The New Stack | DevOps, Open Source, and Cloud Native News

Agentic development hinges on verification. For cloud-native software, that is a runtime problem. AI agents need infrastructure: Why Europe’s regional cloud strategy matters Transform your AI coding agent into a deterministic Java Spring expert WeAreDevelopers is coming to the US to give unsung developers a bigger voice Cleaner AI training data, fewer bugs: Sonar’s SonarSweep explained Observability overload is drowning engineers Google’s DiffusionGemma is 4x faster than its other Gemma models Fable 5: Guardrails and burn rate are annoying users, who say it’s still better than Opus 4.8 The Anthropic leader who built Claude Code says he ditched prompting — now he just writes loops. AWS can now mathematically prove your VMs are isolated Microsoft pulled 73 GitHub repos after malware attack — but still won’t say who’s compromised Databricks wants to kill the “email me a file” problem for AI agent skills Ramp bets forward deployed engineers can do what off-the-shelf finance AI can’t Git real: AI agents aren’t just for solo developers anymore Anthropic launches Claude Mythos/Fable 5, but you better try it soon Spring is 23 years old. AI just made it a security emergency. This AI agent startup ditched Anthropic for DeepSeek — and says it’s saving millions When your data model is the bottleneck: lessons from Medium’s feature store How long before we stop reading the code? The tokenmaxxing party is over, and Revenium is mopping up How AI is solving the memory crunch it created Microsoft’s pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record Claude Code’s biggest upgrade yet ran 5 agents at once — here’s what happened Why Anthropic just doubled Claude Cowork limits at no charge For years, Apache Cassandra handed this work to your team — 6.0 takes it back “A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability Microsoft unlocks Visual Studio for developers left behind by its own AI AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that. Microsoft just made the agent runtime free — and kept everything around it “Whoever builds the most joyous product wins”: The agent war begins Netlify CTO Dana Lawson: Writing code is no longer the job From Jupyter Notebook to production: How to ship AI systems that actually work OpenClaw used Gavriel Cohen’s code and exposed the AI Agent accountability problem Replit shows how vibe coding is getting its own financial stack — and a path to profit Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle? Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop Snowflake thinks it knows what’s really slowing developers down Autonomous agents have met their biggest challenge yet: The database. Why agentic AI makes the ops platform the most important layer in the enterprise How to dramatically improve enterprise security alert tuning to battle cyberattacks Why the need for humans won’t disappear in the age of autonomous databases How to secure Kubernetes in the age of AI workloads Asana says its new AI “chief of staff” turns your Slack chaos into trackable work Nvidia’s best model is now live Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to. The AI cost crisis finally has a watchdog — just not the companies causing it How to get operational data off the factory floor without creating an IT breach Why CPUs still matter in the age of AI agents Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production Microsoft bets the enterprise AI race will be won on data context, not model power “A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos How GitHub plans to win developers back Microsoft really, really, really wants developers to love Windows again With Intelligent Terminal, Microsoft is reinventing the Windows terminal Microsoft debuts “Scout” at Build, a new personal agent for work OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers GitHub Copilot’s usage-based billing is live: Here’s what you need to know OpenAI, Anthropic, Google, Amazon, and xAI all fail on type of attack, study finds JetBrains open-sources Mellum2 to go where Claude Code can’t Claude Code vs. Cursor vs. Codex vs. Antigravity — six months in This coding agent doesn’t want your feedback — it ships without it “Blowing things up”: The one move vendors got wrong on AI agents At Sapphire, SAP makes the case that enterprise AI is a context problem Gavriel Cohen found his own code inside OpenClaw, so he walked away AI retrieval at scale is becoming a systems problem, not a tooling problem The DIY platform trap that’s burning out engineering teams I tested Cursor’s new Jira integration and it’s 5 stars, no notes. Here’s why. Why GPT-5.4, Claude, and Gemini can’t agree on basic, real-world facts Replit’s vibe coding platform just got a Visa-backed identity layer for AI agents — and it changes how agents spend money Opus 4.8 Made Claude Smarter. Token Discipline Got Urgent. Why Linux creator Linus Torvalds gets angry hearing “99% of code is AI” Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem “The AI did it” won’t save you when EU regulators come knocking The fix for soaring AI cloud bills exists — so why won’t we trust it? AI is shipping code faster than security was built to handle Why AWS scrapped OpenSearch’s architecture to chase agent workloads Claude Opus 4.8 is here: effort controls, dynamic workflows, cheaper fast mode, better honesty, less deception Percona celebrates 20th birthday with new foundation — and a goat cake Why OpenAI and Anthropic are hiring forward deployed engineer teams Claw-style AI agents are coming to the enterprise. The governance infrastructure is still catching up. The agentic identity crisis: Why your security isn’t ready for the AI revolution Debugging the undebuggable: building observability into probabilistic AI systems Snowflake commits $6B to AWS as it pushes deeper into AI Why MotherDuck refuses to fork DuckDB Researcher “gave Claude Code ‘ADHD’… and it thinks 2x better now.” Outside experts want more proof. “There is no accountability”: AI coding agents are installing packages no one owns “Tokenmaxxing is real, expensive & it’s spreading”: AI budgets are exploding With Google’s debut, the most important AI agent feature is now the most boring one Why AI agents need a Context Lake Google ranks the best AI for building Android apps, and the winner isn’t Gemini The reason enterprise outages almost never start where ops teams think Taming the agentic influx: a blueprint for AI business observability How the AC/DC framework helps teams govern AI coding agents GitLab 19.0 trades its string section for a full DevSecOps orchestra Who’s monitoring the agents? How Jaeger hit 8.6× compression on 10 million spans with ClickHouse What ClickHouse learned from a year of coding with AI agents OpenClaw passed 300,000 GitHub stars. Then Google launched Spark.
Google pushes Pro, Ultra, and free users from open-source Gemini CLI to closed-source Antigravity CLI
Meredith Shubel · 2026-05-27 · via The New Stack | DevOps, Open Source, and Cloud Native News

Last week at Google I/O, the company announced the beginning of the end for Gemini CLI — that is, for everyone save enterprise users and those with API keys. Starting June 18, many users will lose access to Gemini CLI, Gemini Code Assist IDE extensions, and Gemini Code Assist for GitHub. 

Instead, developers can shift to Antigravity CLI, a closed-source platform that lacks features and is already frustrating some developers with usage limits. 

But why? 

In its announcement blog post, Google says Antigravity CLI comes in response to the community’s shifting needs: “Listening to your feedback made one thing clear: we can serve you best by pouring our energy into a single product built for today’s multi-agent reality.” 

That product, Antigravity CLI, is a “premier agent-first development platform” that includes a server-side harness and a new terminal experience. Google says Antigravity will still enable users to get quick answers, scaffold and build new projects, and provision cloud infrastructure, but it’ll be snappier. Plus, Antigravity can orchestrate multiple agents in the background for complex tasks and make sure improvements to the core agent are universally applied, thanks to a new unified architecture. 

But going by the first waves of feedback from Gemini CLI users, it appears many think they’re getting the short end of the stick. 

It has fewer features, at least for now

“There won’t be 1:1 feature parity right out of the gate,” says Google. What it doesn’t say is when, or if, that parity will ever come. 

“There won’t be 1:1 feature parity right out of the gate.”

In the meantime, developers can use what Google dubs Gemini’s “most critical features” via Antigravity plugins: Agent Skills, Hooks, Subagents, and Extensions. 

It’s not open source

Unlike Gemini, Antigravity isn’t open source. While the Gemini GitHub page is dense with code and a list of hundreds of contributors, Antigravity’s is bare in comparison. 

Developers do not seem enthused. As one Redditor notes: “I don’t see any indication that Antigravity cli will be open source, I had all kinds of custom layers on top of gemini cli that I will be sad to lose. And I am quite anxious about usage limits.” 

It may be effectively more expensive

Other developers aren’t merely anxious about usage limits; they’re already running into issues. The GeminiCLI Reddit thread is full of frustrated comments from Antigravity users saying the new platform makes them hit usage limits faster, which may effectively render the new platform more expensive than was Gemini. 

“I can tell you quota is VERY LOW with Antigravity CLI, just tried do design a couple of screens in kotlin, and run out of tokens,” says one Redditor. Another adds, “even with pro I got the usage limit in just 6 to 7 prompts, this is insane, earlier I used to make whole projects with gemini cli with only 13% quota reached.”

Still more chime in with reports of their own debacles, one questioning whether Antigravity was even ready for a rollout, “Something’s wrong with the limits; they’re catastrophically low even with a subscription. The documentation is very poor. They shouldn’t have released it in this state.” 

The trouble with usage limits seems to be the common story, and it may end up pushing some users to jump ship. “if they don’t refresh every day I will cancel my google sub and use codex or claude code. The pro tier is a joke if Cli quota is gone,” writes another Redditor. 

“Just switched to antigravity cli but going back to gemini cli while I can, my tokens went crazy fast,” says one more. 

But the window to switch back is closing fast. 

Everyone’s out of luck, except enterprise users and those with API keys

On June 18, Google AI Pro, Ultra, and free users will lose access to Gemini CLI, Gemini Code Assist IDE extensions, and Gemini Code Assist for GitHub — but enterprise users and those with API keys are safe. 

For users with paid Gemini and Gemini Enterprise Agent Platform API keys, Gemini CLI will still be accessible. Similarly, for those using Gemini CLI or IDE extensions via a Gemini Code Assist Standard or Enterprise license and for those using Gemini Code Assist for GitHub via Google Cloud, access will be unchanged. 

Is this the way things are now?

“[N]ot a long time ago I was eager for some AI-related news, cause I expected some new breakthroughs. Now every announcement is [basically] ‘we’re making AI more expensive,’” laments a Redditor. 

“Now every announcement is [basically] ‘we’re making AI more expensive.'”

If they’re sour about so many fellow Redditors saying they’re hitting usage limits faster with Antigravity than they did with Gemini, this user may be similarly sullen about Anthropic splitting billing and pushing Agent SDK into separate credit pools and GitHub moving Copilot to usage-based billing, other moves in the growing trend of climbing AI costs. 

YOUTUBE.COM/THENEWSTACK

Tech moves fast, don't miss an episode. Subscribe to our YouTube channel to stream all our podcasts, interviews, demos, and more.

Created with Sketch.