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

S
Secure Thoughts
Recent Commits to openclaw:main
Recent Commits to openclaw:main
H
Heimdal Security Blog
SecWiki News
SecWiki News
H
Hacker News: Front Page
N
News | PayPal Newsroom
L
LINUX DO - 最新话题
N
News and Events Feed by Topic
TaoSecurity Blog
TaoSecurity Blog
AI
AI
C
Cybersecurity and Infrastructure Security Agency CISA
Scott Helme
Scott Helme
PCI Perspectives
PCI Perspectives
S
Securelist
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
Cyberwarzone
Cyberwarzone
A
Arctic Wolf
Forbes - Security
Forbes - Security
T
Tor Project blog
Spread Privacy
Spread Privacy
WordPress大学
WordPress大学
I
Intezer
Martin Fowler
Martin Fowler
Help Net Security
Help Net Security
P
Proofpoint News Feed
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Cisco Talos Blog
Cisco Talos Blog
Latest news
Latest news
博客园 - 司徒正美
W
WeLiveSecurity
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
V
V2EX
P
Palo Alto Networks Blog
Google DeepMind News
Google DeepMind News
IT之家
IT之家
阮一峰的网络日志
阮一峰的网络日志
V
Vulnerabilities – Threatpost
Jina AI
Jina AI
S
Security Affairs
Hacker News - Newest:
Hacker News - Newest: "LLM"
Simon Willison's Weblog
Simon Willison's Weblog
Project Zero
Project Zero
T
Threatpost
P
Privacy International News Feed
人人都是产品经理
人人都是产品经理
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Application and Cybersecurity Blog
Application and Cybersecurity Blog
博客园 - Franky
Hugging Face - Blog
Hugging Face - Blog
Apple Machine Learning Research
Apple Machine Learning Research

Hacker News

Introducing Claude Opus 4.7 Qwen Studio The Future of Everything is Lies, I Guess: Where Do We Go From Here? GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis Moving a large-scale metrics pipeline from StatsD to OpenTelemetry / Prometheus GitHub - Nightmare-Eclipse/RedSun: The Red Sun vulnerability repository GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - macOS26/Agent: Any AI, replaces Claude Code, Cursor, OpenClaw. Over 18 LLM providers (Claude, OpenAI, Gemini, Ollama, Zai, HF, Qwen) wired into a native Mac app that writes code, builds Xcode projects, bumps versions, manages git, automates Safari, use AppleScript, JS or Accessibility, extend Agent! w/ MCP Servers, run tasks from your iPhone via Messages. YouTube now lets you turn off Shorts I Made a Terminal Pager Burgers | マクドナルド公式 Commands — HackerNews CLI documentation ChatGPT for Excel PiCore - Raspberry Pi Port of Tiny Core Linux Live Nation illegally monopolized ticketing market, jury finds Google Broke Its Promise to Me. Now ICE Has My Data. Founding Engineer at Adaptional | Y Combinator CRISPR takes important step toward silencing Down syndrome’s extra chromosome GitHub - saffron-health/libretto: The AI toolkit for building reliable browser automations US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf] Unexpected €54k billing spike in 13 hours: Firebase browser key without API restrictions used for Gemini requests Retrofitting JIT Compilers into C Interpreters IPv6 – Google The Accursèd Alphabetical Clock Cybersecurity Looks Like Proof of Work Now Fragments: April 14 Cal.com Goes Closed Source: Why AI Security Is Forcing Our Decision | Cal.com - Scheduling Software for Online Bookings Laravel raised money and now injects ads directly into your agent When moving fast, talking is the first thing to break Too much Discussion of the XOR swap trick – Heather Cafe Introduction to Spherical Harmonics for Graphics Programmers The Grand Line Building a Z-Machine in the worst possible language High-Level Rust: Getting 80% of the Benefits with 20% of the Pain GitHub - duguyue100/midnight-captain: Inspired by Midnight Commander, tailored to my taste. How to build a `git diff` driver · Jamie Tanna | Software Engineer Center for Responsible, Decentralized Intelligence at Berkeley The Local Universe’s Expansion Rate Is Clearer Than Ever, but Still Doesn’t Add Up - A new synthesis of astronomical measurements confirms a persistent mismatch that could point to physics beyond current models The air throughout our homes is infused with microplastics. But there are things you can do to breathe less of them The disturbing white paper Red Hat is trying to erase from the internet – OSnews The Future of Everything is Lies, I Guess: Annoyances ‘Abhorrent’: the inside story of the Polymarket gamblers betting millions on war Productive procrastination — Max van IJsselmuiden maps, territory and LMs 447 Terabytes per Square Centimetre at Zero Retention Energy: Non-Volatile Memory at the Atomic Scale on Fluorographane Show HN: Pardonned.com – A searchable database of US Pardons 20 Years on AWS and Never Not My Job The Seasons are Wrong Artemis II crew splashes down near San Diego after historic moon mission We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs How a dancer with ALS used brainwaves to perform live On filing the corners off my MacBooks Installing every* Firefox extension OpenClaw’s memory is unreliable, and you don’t know when it will break Steve Blank Nowhere Is Safe Chimpanzees in Uganda locked in vicious 'civil war', say researchers watgo - a WebAssembly Toolkit for Go linux/Documentation/process/coding-assistants.rst at master · torvalds/linux GitHub - callumlocke/json-formatter: Makes JSON easy to read. Founding Product Engineer at Bild AI | Y Combinator A compelling title that is cryptic enough to get you to take action on it GitHub - Keychron/Keychron-Keyboards-Hardware-Design: Industrial design files for Keychron keyboards and mice. 100+ models with CAD assets in STEP, DXF, DWG, and PDF. Source-available, with commercial use allowed for original compatible accessories within the license terms. [ANNOUNCE] WireGuardNT v0.11 and WireGuard for Windows v0.6 Released 1D-Chess Helium Is Hard to Replace Cooperative Vectors Introduction | Evolve Keeping a Postgres queue healthy — PlanetScale Our response to the Axios developer tool compromise Do Americans read print books, e-books or audiobooks more? The Zettelkasten Method in Obsidian: A Practical Setup Guide Artemis II Is Competency Porn and We Are Starving For It WeakC4 Flight Viz — Cockpit View A Mexican surveillance giant you’ve never heard of is now watching the U.S. border Surelock: Deadlock-Free Mutexes for Rust RISC-V 101 – what is it and what does it mean for Canonical? | Ubuntu The Problem That Built an Industry How Much Linear Memory Access Is Enough? | Solidean Investigating Split Locks on x86-64 Simplest hash functions Sybilproof reputation mechanisms (2005) [pdf] What is a property? How Complex is my Code? Static code analysis in Kotlin — tools overview Toffoli gates are all you need PGLite evangelism dcmake: a new CMake debugger UI Clojure on Fennel part one: Persistent Data Structures Fragments: April 2 Python Release Python install manager 26.1 The Life and Death of the Book Review - Liberties Introducing Database Traffic Control — PlanetScale Bitcoin miners are losing $19,000 on every BTC produced as difficulty drops 7.8% God sleeps in the minerals Building slogbox Apple Silicon and Virtual Machines: Beating the 2 VM Limit Who was “Not Even Wrong” first? Pokemon Evolution Vs Darwinian Evolution The APL Programming Language Source Code
GitHub Copilot code review will start consuming GitHub Actions minutes on June 1, 2026
whtsky · 2026-04-28 · via Hacker News

Developers and engineering teams worldwide use GitHub Copilot for high-quality, agent-powered code reviews on every pull request. We understand that any change is significant to our customers, especially when it relates to billing, so we are sharing this update early to help you plan and prepare. The sections below outline what is changing, why, and how to plan accordingly.

What’s changing

Last month, we shared how GitHub Copilot code review runs on agentic tool-calling architecture, allowing the code review agent to pull in broader repository context and produce more relevant feedback on each pull request. That agentic architecture runs on GitHub Actions using GitHub-hosted runners (Note: GitHub Copilot code review also supports self-hosted runners and GitHub-hosted larger runners which are billed at different rates than standard GitHub-hosted runners.)

Starting June 1, 2026, each Copilot code review will be billed in two ways:

  • All Copilot usage (including code reviews) will be billed as AI Credits under the new usage-based billing model (see the usage-based billing announcement for additional details).
  • GitHub Actions minutes will be consumed from your existing plan entitlement for each review that is run on private repositories, with any usage beyond your included minutes billed at standard GitHub Actions rates. You or your organization administrator (for GitHub Teams and Enterprise) can use budgets to manage spending on GitHub Actions. There are no changes to public repositories, where Actions minutes remain free.

This change applies to the following plans:

  • GitHub Copilot Pro
  • GitHub Copilot Pro+
  • GitHub Copilot Business
  • GitHub Copilot Enterprise

This includes Copilot code reviews from non-licensed users and billed via direct org billing.

When it takes effect

This change takes effect on June 1, 2026. Until that day, Copilot code review usage will continue to draw only from your existing Copilot premium request unit (PRU) allowance and will not consume GitHub Actions minutes.

What you need to do

To prepare for the billing change, we recommend the following.

Review billing and usage

  1. Review your current GitHub Actions usage. Billing managers can view minute consumption and entitlements in your account or organization billing settings.
  2. Check your budget on spending limits. Confirm that your personal or organizational budget for Actions aligns with your expected usage. You or your organization administrators (for GitHub Teams and Enterprise) can adjust spending limits for GitHub Actions at any time.
  3. Monitor your Copilot and Actions usage over time via GitHub Copilot usage metrics, GitHub Actions metrics, and Billing Usage Report.
  4. Review the usage-based billing announcement to understand how Copilot usage itself is being measured going forward.
  5. Share this update with your billing administrators and engineering leads so they are aware of the new usage pattern before June 1, 2026.

Review runner settings

Learn more about these changes in our documentation.

And join the discussion within GitHub Community.

Subscribe to our developer newsletter

Discover tips, technical guides, and best practices in our biweekly newsletter just for devs.

Back to top